CINXE.COM
<!doctype html><html lang="en"><head><title data-rh="true">Semantic Scholar – Ai2 Blog</title><meta data-rh="true" charset="utf-8"/><meta data-rh="true" name="viewport" content="width=device-width,minimum-scale=1,initial-scale=1,maximum-scale=1"/><meta data-rh="true" name="theme-color" content="#000000"/><meta data-rh="true" name="twitter:app:name:iphone" content="Medium"/><meta data-rh="true" name="twitter:app:id:iphone" content="828256236"/><meta data-rh="true" property="al:ios:app_name" content="Medium"/><meta data-rh="true" property="al:ios:app_store_id" content="828256236"/><meta data-rh="true" property="al:android:package" content="com.medium.reader"/><meta data-rh="true" property="al:android:app_name" content="Medium"/><meta data-rh="true" property="fb:app_id" content="542599432471018"/><meta data-rh="true" name="title" content="Semantic Scholar – Ai2 Blog"/><meta data-rh="true" name="description" content="Read writing about Semantic Scholar in Ai2 Blog. Breakthrough AI to solve the world’s biggest problems."/><meta data-rh="true" name="twitter:card" content="summary_large_image"/><meta data-rh="true" name="twitter:creator" content="@allen_ai"/><meta data-rh="true" name="twitter:description" content="Read writing about Semantic Scholar in Ai2 Blog. Breakthrough AI to solve the world’s biggest problems."/><meta data-rh="true" name="twitter:image:src" content="https://miro.medium.com/v2/resize:fit:400/1*st4i05fk1MMPnW9S5bvxdw.png"/><meta data-rh="true" name="twitter:site" content="@allen_ai"/><meta data-rh="true" name="twitter:title" content="Semantic Scholar – Ai2 Blog"/><meta data-rh="true" property="og:description" content="Read writing about Semantic Scholar in Ai2 Blog. Breakthrough AI to solve the world’s biggest problems."/><meta data-rh="true" property="og:image" content="https://miro.medium.com/v2/resize:fit:400/1*st4i05fk1MMPnW9S5bvxdw.png"/><meta data-rh="true" property="og:site_name" content="Semantic Scholar – Ai2 Blog"/><meta data-rh="true" property="og:title" content="Semantic Scholar – Ai2 Blog"/><meta data-rh="true" property="og:type" content="website"/><meta data-rh="true" property="og:url" content="https://medium.com/ai2-blog"/><meta data-rh="true" property="medium-com:creator" content="https://ai2.medium.com"/><meta data-rh="true" name="keywords" content="AI FOR GOOD, NLP, COMPUTER VISION, MACHINE LEARNING, LARGE LANGUAGE MODELS"/><meta data-rh="true" name="twitter:app:url:iphone" content="medium://ai2-blog"/><meta data-rh="true" property="al:android:url" content="medium://ai2-blog"/><meta data-rh="true" property="al:ios:url" content="medium://ai2-blog"/><meta data-rh="true" property="al:web:url" content="https://medium.com/ai2-blog"/><meta data-rh="true" name="robots" content="index,follow"/><link data-rh="true" rel="icon" href="https://miro.medium.com/v2/resize:fill:256:256/1*W-o3m33p3RTrB0EHLdScdg.png"/><link data-rh="true" rel="search" type="application/opensearchdescription+xml" title="Medium" href="/osd.xml"/><link data-rh="true" rel="apple-touch-icon" sizes="152x152" href="https://miro.medium.com/v2/resize:fill:304:304/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="apple-touch-icon" sizes="120x120" href="https://miro.medium.com/v2/resize:fill:240:240/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="apple-touch-icon" sizes="76x76" href="https://miro.medium.com/v2/resize:fill:152:152/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="apple-touch-icon" sizes="60x60" href="https://miro.medium.com/v2/resize:fill:120:120/10fd5c419ac61637245384e7099e131627900034828f4f386bdaa47a74eae156"/><link data-rh="true" rel="mask-icon" href="https://miro.medium.com/v2/resize:fill:1000:1000/7*GAOKVe--MXbEJmV9230oOQ.png" color="#171717"/><link data-rh="true" id="glyph_preload_link" rel="preload" as="style" type="text/css" href="https://glyph.medium.com/css/unbound.css"/><link data-rh="true" id="glyph_link" rel="stylesheet" type="text/css" href="https://glyph.medium.com/css/unbound.css"/><link data-rh="true" rel="alternate" type="application/rss+xml" title="RSS" href="https://medium.com/feed/ai2-blog/tagged/semantic-scholar"/><link data-rh="true" rel="canonical" href="https://medium.com/ai2-blog/tagged/semantic-scholar"/><link data-rh="true" rel="preload" href="https://miro.medium.com/v2/resize:fit:3000/1*tEQWEuSFL9yxJxnrmxhebg.png" as="image"/><script data-rh="true" type="application/ld+json">{"@context":"http:\u002F\u002Fschema.org","@type":"Organization","name":"Ai2 Blog","url":"https:\u002F\u002Fmedium.com\u002Fai2-blog","logo":{"@type":"ImageObject","width":60,"height":60,"url":"https:\u002F\u002Fmiro.medium.com\u002Fv2\u002Fresize:fit:120\u002F1*st4i05fk1MMPnW9S5bvxdw.png"}}</script><style type="text/css" data-fela-rehydration="414" data-fela-type="STATIC">html{box-sizing:border-box;-webkit-text-size-adjust:100%}*, *:before, *:after{box-sizing:inherit}body{margin:0;padding:0;text-rendering:optimizeLegibility;-webkit-font-smoothing:antialiased;color:rgba(0,0,0,0.8);position:relative;min-height:100vh}h1, h2, h3, h4, h5, h6, dl, dd, ol, ul, menu, figure, blockquote, p, pre, form{margin:0}menu, ol, ul{padding:0;list-style:none;list-style-image:none}main{display:block}a{color:inherit;text-decoration:none}a, button, input{-webkit-tap-highlight-color:transparent}img, svg{vertical-align:middle}button{background:transparent;overflow:visible}button, input, optgroup, select, textarea{margin:0}:root{--reach-tabs:1;--reach-menu-button:1}#speechify-root{font-family:Sohne, sans-serif}div[data-popper-reference-hidden="true"]{visibility:hidden;pointer-events:none}.grecaptcha-badge{visibility:hidden} /*XCode style (c) Angel Garcia <angelgarcia.mail@gmail.com>*/.hljs {background: #fff;color: black; }/* Gray DOCTYPE selectors like WebKit */ .xml .hljs-meta {color: #c0c0c0; }.hljs-comment, .hljs-quote {color: #007400; }.hljs-tag, .hljs-attribute, .hljs-keyword, .hljs-selector-tag, .hljs-literal, .hljs-name {color: #aa0d91; }.hljs-variable, .hljs-template-variable {color: #3F6E74; }.hljs-code, .hljs-string, .hljs-meta .hljs-string {color: #c41a16; }.hljs-regexp, .hljs-link {color: #0E0EFF; }.hljs-title, .hljs-symbol, .hljs-bullet, .hljs-number {color: #1c00cf; }.hljs-section, .hljs-meta {color: #643820; }.hljs-title.class_, .hljs-class .hljs-title, .hljs-type, .hljs-built_in, .hljs-params {color: #5c2699; }.hljs-attr {color: #836C28; }.hljs-subst {color: #000; }.hljs-formula {background-color: #eee;font-style: italic; }.hljs-addition {background-color: #baeeba; }.hljs-deletion {background-color: #ffc8bd; }.hljs-selector-id, .hljs-selector-class {color: #9b703f; }.hljs-doctag, .hljs-strong {font-weight: bold; }.hljs-emphasis {font-style: italic; } </style><style type="text/css" data-fela-rehydration="414" data-fela-type="KEYFRAME">@-webkit-keyframes k1{from{transform:rotate(0deg)}to{transform:rotate(360deg)}}@-moz-keyframes k1{from{transform:rotate(0deg)}to{transform:rotate(360deg)}}@keyframes k1{from{transform:rotate(0deg)}to{transform:rotate(360deg)}}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE">.a{font-family:medium-content-sans-serif-font, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Open Sans", "Helvetica Neue", sans-serif}.b{font-weight:400}.c{background-color:rgba(255, 255, 255, 1)}.l{display:block}.m{position:sticky}.n{top:0}.o{z-index:500}.p{padding:0 24px}.q{align-items:center}.r{border-bottom:solid 1px #F2F2F2}.y{height:41px}.z{line-height:20px}.ab{display:flex}.ac{height:57px}.ae{flex:1 0 auto}.af{color:inherit}.ag{fill:inherit}.ah{font-size:inherit}.ai{border:inherit}.aj{font-family:inherit}.ak{letter-spacing:inherit}.al{font-weight:inherit}.am{padding:0}.an{margin:0}.ao{cursor:pointer}.ap:disabled{cursor:not-allowed}.aq:disabled{color:#6B6B6B}.ar:disabled{fill:#6B6B6B}.au{width:auto}.av path{fill:#242424}.aw{height:25px}.ax{margin-left:16px}.ay{border:none}.az{border-radius:20px}.ba{width:240px}.bb{background:#F9F9F9}.bc path{fill:#6B6B6B}.be{outline:none}.bf{font-family:sohne, "Helvetica Neue", Helvetica, Arial, sans-serif}.bg{font-size:14px}.bh{width:100%}.bi{padding:10px 20px 10px 0}.bj{background-color:transparent}.bk{color:#242424}.bl::placeholder{color:#6B6B6B}.bm{display:inline-block}.bn{margin-left:12px}.bo{margin-right:12px}.bp{border-radius:4px}.bq{margin-left:24px}.br{height:24px}.bx{background-color:#F9F9F9}.by{border-radius:50%}.bz{height:32px}.ca{width:32px}.cb{margin:auto}.cc{max-width:1336px}.cd{flex-direction:row}.ce{justify-content:space-evenly}.cl{flex:1 1 auto}.cm{height:100vh}.cn{justify-content:center}.co{width:40px}.cp{height:40px}.cq{border-width:2px}.cr{border-style:solid}.cs{border-color:#242424 transparent #242424 #242424}.ct{animation:k1 2s infinite linear;}.cu{padding-right:24px}.dm{box-sizing:border-box}.dn{border-left:1px solid #F2F2F2}.do{min-height:100vh}.dp{height:100%}.dq{position:relative}.dr{margin-left:8px}.ds{color:#6B6B6B}.dt{font-size:13px}.el{color:#FFFFFF}.em{fill:#FFFFFF}.eo{background:rgba(217, 64, 138, 1)}.ep{border-color:rgba(217, 64, 138, 1)}.et:disabled{cursor:inherit !important}.eu:disabled{opacity:0.3}.ev:disabled:hover{background:rgba(217, 64, 138, 1)}.ew:disabled:hover{border-color:rgba(217, 64, 138, 1)}.ex{border-radius:99em}.ey{border-width:1px}.ez{text-decoration:none}.fa{text-align:center}.fd{margin-right:32px}.fe{fill:#6B6B6B}.fh{background:transparent}.fi svg{margin-left:4px}.fj svg{fill:#6B6B6B}.fl{box-shadow:inset 0 0 0 1px rgba(0, 0, 0, 0.05)}.fm{position:absolute}.fo{background-color:#F2F2F2}.fp{flex-direction:column}.fq{height:150px}.fr{background-position:center}.fs{background-size:cover}.ft{background-image:linear-gradient(to bottom, transparent, transparent), url(https://miro.medium.com/v2/resize:fit:3000/1*tEQWEuSFL9yxJxnrmxhebg.png)}.fu{min-width:0}.fv{margin:0 24px}.fz{box-shadow:inset 0 -1px 0 #F2F2F2}.hc{justify-content:flex-start}.hd{margin-right:20px}.he{align-self:flex-start}.hf{flex:0 0 auto}.hg{border-radius:2px}.hh{height:48px}.hi{width:48px}.hk{font-weight:500}.ik{overflow:hidden}.il{text-overflow:ellipsis}.im{display:-webkit-box}.in{-webkit-box-orient:vertical}.io{word-break:break-word}.iq{color:#f0529cff}.ir{padding-right:8px}.iu{margin-top:2px}.iv{margin-top:8px}.iw{font-size:16px}.ix{line-height:24px}.je{padding:8px 16px}.jf{overflow-x:scroll}.jg{overflow-y:hidden}.jh::-webkit-scrollbar{height:0}.ji::-webkit-scrollbar{width:0}.jj::-webkit-scrollbar{background:transparent}.jk{scrollbar-width:none}.jl{-ms-overflow-style:none}.jm{min-width:-webkit-max-content}.jn{padding:0px}.jp{padding-bottom:16px}.jq{border-bottom:1px solid #F2F2F2}.jr{min-width:max-content}.js{right:0}.jt{bottom:12px}.ju{padding-left:42px}.jv{pointer-events:none}.jw{opacity:0}.jx{background:linear-gradient(90deg, rgba(255, 255, 255, 0) 0%, rgba(255, 255, 255, 0.75) 25%, rgba(255, 255, 255, 0.9) 50%, rgba(255, 255, 255, 1) 75%)}.jy{margin:2px}.jz svg path{fill:#6B6B6B}.kb{left:0}.kc{padding-right:42px}.kd{background:linear-gradient(270deg, rgba(255, 255, 255, 0) 0%, rgba(255, 255, 255, 0.75) 25%, rgba(255, 255, 255, 0.9) 50%, rgba(255, 255, 255, 1) 75%)}.ke{padding:8px 0}.kf{justify-content:space-between}.kg{margin-right:8px}.kh{border-radius:100px}.ki{border:1px solid #F2F2F2}.kj{transition:background 300ms ease}.kl{white-space:nowrap}.km{letter-spacing:0}.kn{font-size:11px}.ko{line-height:16px}.kp{box-sizing:content-box}.kq a{position:relative}.kr a{z-index:2}.ks button{position:relative}.kt button{z-index:2}.kz{height:20px}.la{width:20px}.lc{max-height:20px}.ld{-webkit-line-clamp:1}.le{word-break:break-all}.lf a{position:static}.lg a::before{content:""}.lh a::before{position:absolute}.li a::before{z-index:1}.lj a::before{top:0}.lk a::before{left:0}.ll a::before{bottom:0}.lm a::before{right:0}.ln a{display:flex}.lo a{flex-direction:column}.lp{font-weight:700}.mk{padding-top:8px}.ml{max-height:40px}.mm{-webkit-line-clamp:2}.mx{max-width:200px}.my{height:16px}.mz{opacity:1}.na{transition:opacity 300ms ease-out}.nb{gap:16px}.nc{width:80px}.nd{gap:4px}.ne{justify-content:flex-end}.nf{flex:0 0 0}.nh{padding:12px}.nn{padding-top:12px}.no{height:0px}.ns{margin-top:24px}.nt{top:57px}.nu{min-height:calc(100vh - 57px)}.nv{padding-bottom:0px}.nw{border-bottom:none}.nx{margin-top:40px}.ny{height:88px}.nz{width:88px}.oa{flex-wrap:wrap}.ob{margin-right:16px}.oc{fill:#242424}.od{align-items:flex-start}.oe{margin-top:4px}.oo{padding:5px 12px}.op{background:0}.oq{border-color:#242424}.ot:disabled:hover{color:#242424}.ou:disabled:hover{fill:#242424}.ov:disabled:hover{border-color:#242424}.ow{padding-top:16px}.ox{padding:24px 0}.oy{margin-right:6px}.as:hover:not(:disabled){color:rgba(25, 25, 25, 1)}.at:hover:not(:disabled){fill:rgba(25, 25, 25, 1)}.eq:hover{background:rgba(184, 60, 118, 1)}.er:hover{border-color:rgba(184, 60, 118, 1)}.es:hover{cursor:pointer}.ff:hover{color:#242424}.fg:hover{fill:#242424}.fk:hover svg{fill:#242424}.fn:hover{background-color:rgba(0, 0, 0, 0.1)}.hj:hover{background-color:none}.jo:hover{color:#000000 !important}.ka:hover svg path{fill:#000000}.kk:hover{background-color:#F2F2F2}.lb:hover{text-decoration:underline}.ng:hover{color:#000000}.or:hover{fill:#000000}.os:hover{border-color:#242424}.bd:focus-within path{fill:#242424}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (min-width: 1080px)">.d{display:none}.bw{width:64px}.cf{max-width:728px}.cg{min-width:728px}.di{padding-left:clamp(24px, 24px + 100vw - 1080px, 40px)}.dj{display:block}.dk{min-width:368px}.dl{max-width:368px}.ec{font-size:14px}.ed{line-height:20px}.ej{font-size:13px}.ek{padding:5px 12px}.fc{display:flex}.fy{max-width:680px}.ge{margin:52px 0 48px}.gt{margin-bottom:40px}.gu{align-items:center}.gv{justify-content:flex-end}.gw{flex-wrap:nowrap}.hb{margin-right:0}.if{font-size:42px}.ig{line-height:52px}.ih{max-height:52px}.ii{-webkit-line-clamp:1}.ij{letter-spacing:-0.011em}.ky{margin-bottom:16px}.mf{font-size:24px}.mg{line-height:30px}.mh{max-height:90px}.mi{-webkit-line-clamp:3}.mj{letter-spacing:-0.016em}.mv{padding-top:10px}.mw{width:100%}.nm{margin-left:56px}.nr{margin-top:20px}.om{max-height:40px}.on{-webkit-line-clamp:2}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (max-width: 1079.98px)">.e{display:none}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (max-width: 903.98px)">.f{display:none}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (max-width: 727.98px)">.g{display:none}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (max-width: 551.98px)">.h{display:none}.s{display:flex}.t{justify-content:space-between}.bs{width:24px}.ck{min-width:0}.cv{padding-left:24px}.cw{min-width:352px}.cx{max-width:352px}.du{font-size:13px}.dv{line-height:20px}.ee{padding:0px 8px 1px}.ga{margin:24px 0}.gf{margin-bottom:24px}.gg{align-items:flex-start}.gh{flex-wrap:wrap}.gx{margin-right:0}.hl{font-size:24px}.hm{line-height:30px}.hn{max-height:120px}.ho{-webkit-line-clamp:4}.hp{letter-spacing:-0.016em}.is{flex-wrap:nowrap}.iy{margin-top:20px}.iz{flex:0 0 100%}.ku{margin-bottom:16px}.lq{font-size:20px}.lr{line-height:24px}.ls{max-height:96px}.lt{letter-spacing:0}.mn{padding-top:2px}.mo{width:100%}.ni{margin-left:24px}.of{max-height:20px}.og{-webkit-line-clamp:1}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (min-width: 904px) and (max-width: 1079.98px)">.i{display:none}.bv{width:64px}.ch{min-width:0}.de{padding-left:24px}.df{display:block}.dg{min-width:352px}.dh{max-width:352px}.ea{font-size:14px}.eb{line-height:20px}.eh{font-size:13px}.ei{padding:5px 12px}.fb{display:flex}.fx{max-width:680px}.gd{margin:52px 0 48px}.gp{margin-bottom:40px}.gq{align-items:center}.gr{justify-content:flex-end}.gs{flex-wrap:nowrap}.ha{margin-right:16px}.ia{font-size:42px}.ib{line-height:52px}.ic{max-height:52px}.id{-webkit-line-clamp:1}.ie{letter-spacing:-0.011em}.jd{flex:0 0 content}.kx{margin-bottom:16px}.ma{font-size:24px}.mb{line-height:30px}.mc{max-height:90px}.md{-webkit-line-clamp:3}.me{letter-spacing:-0.016em}.mt{padding-top:10px}.mu{width:100%}.nl{margin-left:56px}.nq{margin-top:20px}.ol{max-height:20px}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (min-width: 728px) and (max-width: 903.98px)">.j{display:none}.w{display:flex}.x{justify-content:space-between}.bu{width:64px}.ci{min-width:0}.db{padding-left:24px}.dc{min-width:352px}.dd{max-width:352px}.dy{font-size:13px}.dz{line-height:20px}.eg{padding:0px 8px 1px}.fw{max-width:680px}.gc{margin:52px 0 48px}.gl{margin-bottom:40px}.gm{align-items:flex-start}.gn{justify-content:flex-end}.go{flex-wrap:nowrap}.gz{margin-right:16px}.hv{font-size:24px}.hw{line-height:30px}.hx{max-height:120px}.hy{-webkit-line-clamp:4}.hz{letter-spacing:-0.016em}.jc{flex:0 0 content}.kw{margin-bottom:16px}.ly{max-height:90px}.lz{-webkit-line-clamp:3}.mr{padding-top:10px}.ms{width:100%}.nk{margin-left:56px}.np{margin-top:20px}.oj{max-height:20px}.ok{-webkit-line-clamp:1}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="all and (min-width: 552px) and (max-width: 727.98px)">.k{display:none}.u{display:flex}.v{justify-content:space-between}.bt{width:24px}.cj{min-width:0}.cy{padding-left:24px}.cz{min-width:352px}.da{max-width:352px}.dw{font-size:13px}.dx{line-height:20px}.ef{padding:0px 8px 1px}.gb{margin:24px 0}.gi{margin-bottom:24px}.gj{align-items:flex-start}.gk{flex-wrap:wrap}.gy{margin-right:0}.hq{font-size:24px}.hr{line-height:30px}.hs{max-height:120px}.ht{-webkit-line-clamp:4}.hu{letter-spacing:-0.016em}.it{flex-wrap:nowrap}.ja{margin-top:20px}.jb{flex:0 0 100%}.kv{margin-bottom:16px}.lu{font-size:20px}.lv{line-height:24px}.lw{max-height:96px}.lx{letter-spacing:0}.mp{padding-top:2px}.mq{width:100%}.nj{margin-left:24px}.oh{max-height:20px}.oi{-webkit-line-clamp:1}</style><style type="text/css" data-fela-rehydration="414" data-fela-type="RULE" media="(orientation: landscape) and (max-width: 903.98px)">.ip{max-height:none}</style></head><body><div id="root"><div class="a b c"><div class="d e f g h i j k"></div><script>document.domain = document.domain;</script><div class="l c"><div class="l m n o c"><div class="p q r s t u v w x i d y z"><a class="ds ag dt bf ak b am an ao ap aq ar as at s u w i d q dp z" href="https://rsci.app.link/?%24canonical_url=https%3A%2F%2Fmedium.com%2Fai2-blog&%7Efeature=LoOpenInAppButton&%7Echannel=ShowCollectionTagged&source=---two_column_layout_nav----------------------------------" rel="noopener follow">Open in app<svg xmlns="http://www.w3.org/2000/svg" width="10" height="10" fill="none" viewBox="0 0 10 10" class="dr"><path fill="currentColor" d="M.985 8.485a.375.375 0 1 0 .53.53zM8.75 1.25h.375A.375.375 0 0 0 8.75.875zM8.375 6.5a.375.375 0 1 0 .75 0zM3.5.875a.375.375 0 1 0 0 .75zm-1.985 8.14 7.5-7.5-.53-.53-7.5 7.5zm6.86-7.765V6.5h.75V1.25zM3.5 1.625h5.25v-.75H3.5z"></path></svg></a><div class="ab q"><p class="bf b du dv dw dx dy dz ea eb ec ed ds"><span><button class="bf b du dv ee dw dx ef dy dz eg eh eb ei ej ed ek el em eo ep eq er es et eu ev ew ex ey cr dm bm ez fa" data-testid="headerSignUpButton">Sign up</button></span></p><div class="ax l"><p class="bf b du dv dw dx dy dz ea eb ec ed ds"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerSignInButton" rel="noopener follow" href="/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Ftagged%2Fsemantic-scholar&source=collection_tagged---two_column_layout_nav-----------------------global_nav-----------">Sign in</a></span></p></div></div></div><div class="p q r ab ac"><div class="ab q ae"><a class="af ag ah ai aj ak al am an ao ap aq ar as at ab" aria-label="Homepage" data-testid="headerMediumLogo" rel="noopener follow" href="/?source=---two_column_layout_nav----------------------------------"><svg xmlns="http://www.w3.org/2000/svg" width="719" height="160" fill="none" viewBox="0 0 719 160" class="au av aw"><path fill="#242424" d="m174.104 9.734.215-.047V8.02H130.39L89.6 103.89 48.81 8.021H1.472v1.666l.212.047c8.018 1.81 12.09 4.509 12.09 14.242V137.93c0 9.734-4.087 12.433-12.106 14.243l-.212.047v1.671h32.118v-1.665l-.213-.048c-8.018-1.809-12.089-4.509-12.089-14.242V30.586l52.399 123.305h2.972l53.925-126.743V140.75c-.687 7.688-4.721 10.062-11.982 11.701l-.215.05v1.652h55.948v-1.652l-.215-.05c-7.269-1.639-11.4-4.013-12.087-11.701l-.037-116.774h.037c0-9.733 4.071-12.432 12.087-14.242m25.555 75.488c.915-20.474 8.268-35.252 20.606-35.507 3.806.063 6.998 1.312 9.479 3.714 5.272 5.118 7.751 15.812 7.368 31.793zm-.553 5.77h65.573v-.275c-.186-15.656-4.721-27.834-13.466-36.196-7.559-7.227-18.751-11.203-30.507-11.203h-.263c-6.101 0-13.584 1.48-18.909 4.16-6.061 2.807-11.407 7.003-15.855 12.511-7.161 8.874-11.499 20.866-12.554 34.343q-.05.606-.092 1.212a50 50 0 0 0-.065 1.151 85.807 85.807 0 0 0-.094 5.689c.71 30.524 17.198 54.917 46.483 54.917 25.705 0 40.675-18.791 44.407-44.013l-1.886-.664c-6.557 13.556-18.334 21.771-31.738 20.769-18.297-1.369-32.314-19.922-31.042-42.395m139.722 41.359c-2.151 5.101-6.639 7.908-12.653 7.908s-11.513-4.129-15.418-11.63c-4.197-8.053-6.405-19.436-6.405-32.92 0-28.067 8.729-46.22 22.24-46.22 5.657 0 10.111 2.807 12.236 7.704zm43.499 20.008c-8.019-1.897-12.089-4.722-12.089-14.951V1.309l-48.716 14.353v1.757l.299-.024c6.72-.543 11.278.386 13.925 2.83 2.072 1.915 3.082 4.853 3.082 8.987v18.66c-4.803-3.067-10.516-4.56-17.448-4.56-14.059 0-26.909 5.92-36.176 16.672-9.66 11.205-14.767 26.518-14.767 44.278-.003 31.72 15.612 53.039 38.851 53.039 13.595 0 24.533-7.449 29.54-20.013v16.865h43.711v-1.746zM424.1 19.819c0-9.904-7.468-17.374-17.375-17.374-9.859 0-17.573 7.632-17.573 17.374s7.721 17.374 17.573 17.374c9.907 0 17.375-7.47 17.375-17.374m11.499 132.546c-8.019-1.897-12.089-4.722-12.089-14.951h-.035V43.635l-43.714 12.551v1.705l.263.024c9.458.842 12.047 4.1 12.047 15.152v81.086h43.751v-1.746zm112.013 0c-8.018-1.897-12.089-4.722-12.089-14.951V43.635l-41.621 12.137v1.71l.246.026c7.733.813 9.967 4.257 9.967 15.36v59.279c-2.578 5.102-7.415 8.131-13.274 8.336-9.503 0-14.736-6.419-14.736-18.073V43.638l-43.714 12.55v1.703l.262.024c9.459.84 12.05 4.097 12.05 15.152v50.17a56.3 56.3 0 0 0 .91 10.444l.787 3.423c3.701 13.262 13.398 20.197 28.59 20.197 12.868 0 24.147-7.966 29.115-20.43v17.311h43.714v-1.747zm169.818 1.788v-1.749l-.213-.05c-8.7-2.006-12.089-5.789-12.089-13.49v-63.79c0-19.89-11.171-31.761-29.883-31.761-13.64 0-25.141 7.882-29.569 20.16-3.517-13.01-13.639-20.16-28.606-20.16-13.146 0-23.449 6.938-27.869 18.657V43.643L545.487 55.68v1.715l.263.024c9.345.829 12.047 4.181 12.047 14.95v81.784h40.787v-1.746l-.215-.053c-6.941-1.631-9.181-4.606-9.181-12.239V66.998c1.836-4.289 5.537-9.37 12.853-9.37 9.086 0 13.692 6.296 13.692 18.697v77.828h40.797v-1.746l-.215-.053c-6.94-1.631-9.18-4.606-9.18-12.239V75.066a42 42 0 0 0-.578-7.26c1.947-4.661 5.86-10.177 13.475-10.177 9.214 0 13.691 6.114 13.691 18.696v77.828z"></path></svg></a><div class="ax h"><div class="ab ay az ba bb q bc bd"><div class="bm" aria-hidden="false" aria-describedby="searchResults" aria-labelledby="searchResults"></div><div class="bn bo ab"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24"><path fill="currentColor" fill-rule="evenodd" d="M4.092 11.06a6.95 6.95 0 1 1 13.9 0 6.95 6.95 0 0 1-13.9 0m6.95-8.05a8.05 8.05 0 1 0 5.13 14.26l3.75 3.75a.56.56 0 1 0 .79-.79l-3.73-3.73A8.05 8.05 0 0 0 11.042 3z" clip-rule="evenodd"></path></svg></div><input role="combobox" aria-controls="searchResults" aria-expanded="false" aria-label="search" data-testid="headerSearchInput" tabindex="0" class="ay be bf bg z bh bi bj bk bl" placeholder="Search" value=""/></div></div></div><div class="h k w fb fc"><div class="fd ab"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerWriteButton" rel="noopener follow" href="/m/signin?operation=register&redirect=https%3A%2F%2Fmedium.com%2Fnew-story&source=---two_column_layout_nav-----------------------new_post_topnav-----------"><div class="bf b bg z ds dq fe ab q ff fg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24" aria-label="Write"><path fill="currentColor" d="M14 4a.5.5 0 0 0 0-1zm7 6a.5.5 0 0 0-1 0zm-7-7H4v1h10zM3 4v16h1V4zm1 17h16v-1H4zm17-1V10h-1v10zm-1 1a1 1 0 0 0 1-1h-1zM3 20a1 1 0 0 0 1 1v-1zM4 3a1 1 0 0 0-1 1h1z"></path><path stroke="currentColor" d="m17.5 4.5-8.458 8.458a.25.25 0 0 0-.06.098l-.824 2.47a.25.25 0 0 0 .316.316l2.47-.823a.25.25 0 0 0 .098-.06L19.5 6.5m-2-2 2.323-2.323a.25.25 0 0 1 .354 0l1.646 1.646a.25.25 0 0 1 0 .354L19.5 6.5m-2-2 2 2"></path></svg><div class="dr l">Write</div></div></a></span></div></div><div class="k j i d"><div class="fd ab"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerSearchButton" rel="noopener follow" href="/search?source=---two_column_layout_nav----------------------------------"><div class="bf b bg z ds dq fe ab q ff fg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24" aria-label="Search"><path fill="currentColor" fill-rule="evenodd" d="M4.092 11.06a6.95 6.95 0 1 1 13.9 0 6.95 6.95 0 0 1-13.9 0m6.95-8.05a8.05 8.05 0 1 0 5.13 14.26l3.75 3.75a.56.56 0 1 0 .79-.79l-3.73-3.73A8.05 8.05 0 0 0 11.042 3z" clip-rule="evenodd"></path></svg></div></a></div></div><div class="fd h k j"><div class="ab q"><p class="bf b du dv dw dx dy dz ea eb ec ed ds"><span><button class="bf b du dv ee dw dx ef dy dz eg eh eb ei ej ed ek el em eo ep eq er es et eu ev ew ex ey cr dm bm ez fa" data-testid="headerSignUpButton">Sign up</button></span></p><div class="ax l"><p class="bf b du dv dw dx dy dz ea eb ec ed ds"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" data-testid="headerSignInButton" rel="noopener follow" href="/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Ftagged%2Fsemantic-scholar&source=collection_tagged---two_column_layout_nav-----------------------global_nav-----------">Sign in</a></span></p></div></div></div><div class="l" aria-hidden="false"><button class="ay fh am ab q ao fi fj fk" aria-label="user options menu" data-testid="headerUserIcon"><div class="l dq"><img alt="" class="l dm by bz ca fo" src="https://miro.medium.com/v2/resize:fill:64:64/1*dmbNkD5D-u45r44go_cf0g.png" width="32" height="32" loading="lazy" role="presentation"/><div class="fl by l bz ca fm n ay fn"></div></div></button></div></div></div><div class="cb cc l"><div class="ab cd ce"><main class="cf cg ch ci cj ck l cl"><div class="l"><div class="do ab fp"><div class="l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.com/ai2-blog?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><div class="ab fp fq fr fs ft"></div></a><div class="ab cn"><div class="fu bh fv fw fx fy"><div class="fz ga gb gc gd ge l"><div class="gf gg t gh gi gj v gk gl gm gn go gp gq gr gs gt gu gv gw ab"><div class="bh ab gg gj gm gq gu"><div class="gx gy gz ha hb ab q hc cl"><div class="hd i d he hf"><div class="dq ab"><img alt="Ai2 Blog" class="hg hi hh fo" src="https://miro.medium.com/v2/resize:fill:96:96/1*st4i05fk1MMPnW9S5bvxdw.png" width="48" height="48" loading="lazy"/><div class="hg l hh hi fm n fl hj"></div></div></div><div class="l"><div class="ab is it go gs gw"><span class="bf hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie if ig ih ii ij ik il im in io ip iq ir">Ai2 Blog</span><div class="iu ab q"></div></div><div class="iv i d"><p class="bf b iw ix ds"><span class="pw-follower-count bf b iw ix ds"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/followers?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------">1.6K Followers</a></span></p></div></div></div></div><div class="iy s t iz ja u v jb w gn jc i gr jd d bh"><span><button class="bf b bg z el je em eo ep eq er es et eu ev ew ex ey cr dm bm ez fa">Follow</button></span></div></div><nav class="fz ik l dq"><div class="ab q jf jg jh ji jj jk jl"><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">Home</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/about?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">About</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/tagged/nlp?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">AllenNLP</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/tagged/computer-vision?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">PRIOR</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/tagged/semantic-scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">Semantic Scholar</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/tagged/engineering?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">Engineering</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/tagged/ai-and-society?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">AI & Society</span></p></a></div></span><span class="jm l"><div class="jp jq fd jr l"><a class="ay ao jn" role="tab" href="https://medium.com/ai2-blog/tagged/featured-ai2er?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b bg z ds"><span class="jo">Featured AI2ers</span></p></a></div></span><div class="fm js n jt ju ab q jv jw jx"><button class="ay am jy ao jz ka" aria-label="next sections" tabindex="-1"><svg width="26px" height="26px" class="svgIcon-use" viewBox="0 0 19 19" style="transform:rotate(180deg)" aria-hidden="true"><path fill-rule="evenodd" d="M11.47 13.969 6.986 9.484 11.47 5l.553.492L8.03 9.484l3.993 3.993z"></path></svg></button></div><div class="fm kb n jt kc ab q jv jw kd"><button class="ay am jy ao jz ka" aria-label="previous sections" tabindex="-1"><svg width="26px" height="26px" class="svgIcon-use" viewBox="0 0 19 19" aria-hidden="true"><path fill-rule="evenodd" d="M11.47 13.969 6.986 9.484 11.47 5l.553.492L8.03 9.484l3.993 3.993z"></path></svg></button></div></div></nav></div></div></div></div><div class="ab cn"><div class="fu bh fv fw fx fy"><div class="ke ab q kf"><div class="ab q"><div class="ir l"><a class="kg ay am ao" rel="noopener follow" href="/tag/semantic-scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------"><div class="je dq fo kh ki kj kk bf b bg z bk kl">Semantic Scholar</div></a></div><h2 class="bf hk iw z km bk">in <!-- -->Ai2 Blog</h2></div><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/tag/semantic-scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar-------------------------------"><p class="bf b kn ko ds">More on <!-- -->Medium</p></a></div></div></div><div class="l"><div><div class="l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/case-study-iterative-design-for-skimming-support-5563dbe0899e" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@ctrier10?source=collection_tagged----43dbc3406ef1--semantic_scholar---0----------------------------"><div class="l dq"><img alt="Cassidy Trier" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/0*3prpJJ6NE2k-8ybh" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@ctrier10?source=collection_tagged----43dbc3406ef1--semantic_scholar---0----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Cassidy Trier</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/case-study-iterative-design-for-skimming-support-5563dbe0899e?source=collection_tagged----43dbc3406ef1--semantic_scholar---0----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Case Study: Iterative Design for Skimming Support</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">A closer look at Semantic Reader’s latest AI feature and the collaborative design process behind it.</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Oct 6, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/case-study-iterative-design-for-skimming-support-5563dbe0899e?source=collection_tagged----43dbc3406ef1--semantic_scholar---0----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F5563dbe0899e&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fcase-study-iterative-design-for-skimming-support-5563dbe0899e&source=----43dbc3406ef1--semantic_scholar---0-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="A playful geometric illustration shows a paper with grey bars representing text with colored highlighting and two highlighter markers. Sparkle shapes hang in the corners."><div class="j i d"><img alt="A playful geometric illustration shows a paper with grey bars representing text with colored highlighting and two highlighter markers. Sparkle shapes hang in the corners." class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*bCJv7LZ3IzsIRQZxmdOwGw.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="A playful geometric illustration shows a paper with grey bars representing text with colored highlighting and two highlighter markers. Sparkle shapes hang in the corners." class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*bCJv7LZ3IzsIRQZxmdOwGw.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Oct 6, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/case-study-iterative-design-for-skimming-support-5563dbe0899e?source=collection_tagged----43dbc3406ef1--semantic_scholar---0----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F5563dbe0899e&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fcase-study-iterative-design-for-skimming-support-5563dbe0899e&source=----43dbc3406ef1--semantic_scholar---0-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/behind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@ctrier10?source=collection_tagged----43dbc3406ef1--semantic_scholar---1----------------------------"><div class="l dq"><img alt="Cassidy Trier" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/0*3prpJJ6NE2k-8ybh" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@ctrier10?source=collection_tagged----43dbc3406ef1--semantic_scholar---1----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Cassidy Trier</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/behind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84?source=collection_tagged----43dbc3406ef1--semantic_scholar---1----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Behind the Scenes of Semantic Scholar’s New Author Influence Design</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">By Cassidy Trier, Senior Product Designer • Evie Cheng, Senior UX Researcher • Ashley Lee, Marketing Specialist</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Aug 17, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/behind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84?source=collection_tagged----43dbc3406ef1--semantic_scholar---1----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fd7e007ba6a84&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fbehind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84&source=----43dbc3406ef1--semantic_scholar---1-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="This screenshot looks similar to the list view described in the previous image, however the tab navigation has changed. There is now one large set of tabs that says Publication 164, Citing Authors 15,868, Referenced Authors 2,432, Co-Authors 223. Citing Authors is selected and below is a list of Authors citing Juliana A. Luján. There is a button to the right that says About This Data. On the left is Luján’s author details and a list of 4 Recommended Authors."><div class="j i d"><img alt="This screenshot looks similar to the list view described in the previous image, however the tab navigation has changed. There is now one large set of tabs that says Publication 164, Citing Authors 15,868, Referenced Authors 2,432, Co-Authors 223. Citing Authors is selected and below is a list of Authors citing Juliana A. Luján. There is a button to the right that says About This Data. On the left is Luján’s author details and a list of 4 Recommended Authors." class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*mnM47aY4E4IPzNnUQvojeA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="This screenshot looks similar to the list view described in the previous image, however the tab navigation has changed. There is now one large set of tabs that says Publication 164, Citing Authors 15,868, Referenced Authors 2,432, Co-Authors 223. Citing Authors is selected and below is a list of Authors citing Juliana A. Luján. There is a button to the right that says About This Data. On the left is Luján’s author details and a list of 4 Recommended Authors." class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*mnM47aY4E4IPzNnUQvojeA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Aug 17, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/behind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84?source=collection_tagged----43dbc3406ef1--semantic_scholar---1----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fd7e007ba6a84&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fbehind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84&source=----43dbc3406ef1--semantic_scholar---1-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/words-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@lucy-marmalade?source=collection_tagged----43dbc3406ef1--semantic_scholar---2----------------------------"><div class="l dq"><img alt="Lucy Li" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*WgKfwfKYy1UflbK8sR761A.jpeg" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@lucy-marmalade?source=collection_tagged----43dbc3406ef1--semantic_scholar---2----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Lucy Li</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/words-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5?source=collection_tagged----43dbc3406ef1--semantic_scholar---2----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Scholarly text is often laden with jargon, or specialized language that can facilitate efficient communication within fields but hinder…</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>May 8, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/words-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5?source=collection_tagged----43dbc3406ef1--semantic_scholar---2----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F718dc56d08a5&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fwords-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5&source=----43dbc3406ef1--semantic_scholar---2-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="Screen grabs from S2ORC that depict the measurement of jargon used in research papers."><div class="j i d"><img alt="Screen grabs from S2ORC that depict the measurement of jargon used in research papers." class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*oMXO-yrMSrXL1tEJmTIIqA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Screen grabs from S2ORC that depict the measurement of jargon used in research papers." class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*oMXO-yrMSrXL1tEJmTIIqA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>May 8, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/words-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5?source=collection_tagged----43dbc3406ef1--semantic_scholar---2----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F718dc56d08a5&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fwords-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5&source=----43dbc3406ef1--semantic_scholar---2-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/citesee-e0f9e9d46569" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@josephcc?source=collection_tagged----43dbc3406ef1--semantic_scholar---3----------------------------"><div class="l dq"><img alt="Joseph Chee Chang" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/0*spgreOpVjvwdPr_h.JPG" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@josephcc?source=collection_tagged----43dbc3406ef1--semantic_scholar---3----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Joseph Chee Chang</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/citesee-e0f9e9d46569?source=collection_tagged----43dbc3406ef1--semantic_scholar---3----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">CiteSee</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Augmenting Citations in Papers with Persistent and Personalized Historical Context</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Apr 22, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/citesee-e0f9e9d46569?source=collection_tagged----43dbc3406ef1--semantic_scholar---3----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fe0f9e9d46569&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fcitesee-e0f9e9d46569&source=----43dbc3406ef1--semantic_scholar---3-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="Two screenshots. Left: A popup card of citation [33] highlighted and yellow. The content of the card is as follows: The main area has the title, authors, and abstract of the cited paper. The bottom half of the card contained a list of other paper titles and citing sentences from the user’s reading history. Right: A similar screenshot of a paper card for citation [56] in red showing that it is previously saved. The bottom of the card contained “Saved from:” a paper title and a citing sentence."><div class="j i d"><img alt="Two screenshots. Left: A popup card of citation [33] highlighted and yellow. The content of the card is as follows: The main area has the title, authors, and abstract of the cited paper. The bottom half of the card contained a list of other paper titles and citing sentences from the user’s reading history. Right: A similar screenshot of a paper card for citation [56] in red showing that it is previously saved. The bottom of the card contained “Saved from:” a paper title and a citing sentence." class="bx hg" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*EjT_Oj6epnzpLQXZ" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Two screenshots. Left: A popup card of citation [33] highlighted and yellow. The content of the card is as follows: The main area has the title, authors, and abstract of the cited paper. The bottom half of the card contained a list of other paper titles and citing sentences from the user’s reading history. Right: A similar screenshot of a paper card for citation [56] in red showing that it is previously saved. The bottom of the card contained “Saved from:” a paper title and a citing sentence." class="bx hg" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*EjT_Oj6epnzpLQXZ" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Apr 22, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/citesee-e0f9e9d46569?source=collection_tagged----43dbc3406ef1--semantic_scholar---3----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fe0f9e9d46569&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fcitesee-e0f9e9d46569&source=----43dbc3406ef1--semantic_scholar---3-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/tldrs-help-to-cut-through-the-clutter-3ad802caed93" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@danyh?source=collection_tagged----43dbc3406ef1--semantic_scholar---4----------------------------"><div class="l dq"><img alt="Dany Haddad" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/0*8hBzwhGZvgWAwQya" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@danyh?source=collection_tagged----43dbc3406ef1--semantic_scholar---4----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Dany Haddad</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/tldrs-help-to-cut-through-the-clutter-3ad802caed93?source=collection_tagged----43dbc3406ef1--semantic_scholar---4----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">TLDRs Help to Cut Through the Clutter</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Measuring the impact of time-saving features in online experiments</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Mar 20, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/tldrs-help-to-cut-through-the-clutter-3ad802caed93?source=collection_tagged----43dbc3406ef1--semantic_scholar---4----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F3ad802caed93&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Ftldrs-help-to-cut-through-the-clutter-3ad802caed93&source=----43dbc3406ef1--semantic_scholar---4-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="Two side-by-side screenshots of Semantic Scholar. Left: the new alert emails with TLDRs instead of truncated abstracts (right)"><div class="j i d"><img alt="Two side-by-side screenshots of Semantic Scholar. Left: the new alert emails with TLDRs instead of truncated abstracts (right)" class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*ufqjEDGD40J4ehL5aRoUKg.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Two side-by-side screenshots of Semantic Scholar. Left: the new alert emails with TLDRs instead of truncated abstracts (right)" class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*ufqjEDGD40J4ehL5aRoUKg.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Mar 20, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/tldrs-help-to-cut-through-the-clutter-3ad802caed93?source=collection_tagged----43dbc3406ef1--semantic_scholar---4----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F3ad802caed93&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Ftldrs-help-to-cut-through-the-clutter-3ad802caed93&source=----43dbc3406ef1--semantic_scholar---4-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/embedding-recycling-3887a7f70022" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@jonsaadfalcon?source=collection_tagged----43dbc3406ef1--semantic_scholar---5----------------------------"><div class="l dq"><img alt="Jon Saad-Falcon" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/0*yW4tQb0FqaSEyhDl.jpg" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@jonsaadfalcon?source=collection_tagged----43dbc3406ef1--semantic_scholar---5----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Jon Saad-Falcon</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/embedding-recycling-3887a7f70022?source=collection_tagged----43dbc3406ef1--semantic_scholar---5----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Embedding Recycling</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Making Language Model Development More Sustainable</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Feb 15, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/embedding-recycling-3887a7f70022?source=collection_tagged----43dbc3406ef1--semantic_scholar---5----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F3887a7f70022&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fembedding-recycling-3887a7f70022&source=----43dbc3406ef1--semantic_scholar---5-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="A digital line drawing of the recycling symbol composed of three arrows on a grey background."><div class="j i d"><img alt="A digital line drawing of the recycling symbol composed of three arrows on a grey background." class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*6LxMITcLFpe4nNzfbQEa_A.jpeg" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="A digital line drawing of the recycling symbol composed of three arrows on a grey background." class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*6LxMITcLFpe4nNzfbQEa_A.jpeg" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Feb 15, 2023</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/embedding-recycling-3887a7f70022?source=collection_tagged----43dbc3406ef1--semantic_scholar---5----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F3887a7f70022&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fembedding-recycling-3887a7f70022&source=----43dbc3406ef1--semantic_scholar---5-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/build-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar---6----------------------------"><div class="l dq"><img alt="Semantic Scholar" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*rgD4vdoS17NRtyiuoXRGNA.png" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar---6----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Semantic Scholar</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/build-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1?source=collection_tagged----43dbc3406ef1--semantic_scholar---6----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Build For, and With, Scholars: How User Research Drives Impact at Semantic Scholar</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">User research is the foundation of product development at Semantic Scholar, and has helped us gain a deep understanding of our scholars…</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Dec 1, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/build-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1?source=collection_tagged----43dbc3406ef1--semantic_scholar---6----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fbba2a6899df1&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fbuild-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1&source=----43dbc3406ef1--semantic_scholar---6-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="An illustration of a girl talking to someone on a video call."><div class="j i d"><img alt="An illustration of a girl talking to someone on a video call." class="bx hg" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*7Zc56_bf2IlXr-LU" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="An illustration of a girl talking to someone on a video call." class="bx hg" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*7Zc56_bf2IlXr-LU" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Dec 1, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/build-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1?source=collection_tagged----43dbc3406ef1--semantic_scholar---6----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fbba2a6899df1&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fbuild-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1&source=----43dbc3406ef1--semantic_scholar---6-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/accessibility-and-semanticscholar-org-5e22f4c794e3" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@mlatzke?source=collection_tagged----43dbc3406ef1--semantic_scholar---7----------------------------"><div class="l dq"><img alt="Matt Latzke" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*5-yfAnr1_9XAj474wxZtWQ.jpeg" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@mlatzke?source=collection_tagged----43dbc3406ef1--semantic_scholar---7----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Matt Latzke</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/accessibility-and-semanticscholar-org-5e22f4c794e3?source=collection_tagged----43dbc3406ef1--semantic_scholar---7----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Accessibility and Semanticscholar.org</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Scientific knowledge should be available to everyone, and as a non-profit, the Allen Institute for AI (AI2) is uniquely positioned to make…</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Oct 12, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/accessibility-and-semanticscholar-org-5e22f4c794e3?source=collection_tagged----43dbc3406ef1--semantic_scholar---7----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F5e22f4c794e3&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Faccessibility-and-semanticscholar-org-5e22f4c794e3&source=----43dbc3406ef1--semantic_scholar---7-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="The Semantic Scholar logo in a blue box, with an icon for accessibility below that in yellow."><div class="j i d"><img alt="The Semantic Scholar logo in a blue box, with an icon for accessibility below that in yellow." class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*2MfqO5x_td-P17C_GnooHg.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="The Semantic Scholar logo in a blue box, with an icon for accessibility below that in yellow." class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*2MfqO5x_td-P17C_GnooHg.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Oct 12, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/accessibility-and-semanticscholar-org-5e22f4c794e3?source=collection_tagged----43dbc3406ef1--semantic_scholar---7----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F5e22f4c794e3&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Faccessibility-and-semanticscholar-org-5e22f4c794e3&source=----43dbc3406ef1--semantic_scholar---7-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/semantic-scholar-releases-new-recommendations-api-ca01ef2d80d4" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@ai2?source=collection_tagged----43dbc3406ef1--semantic_scholar---8----------------------------"><div class="l dq"><img alt="Ai2" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*st4i05fk1MMPnW9S5bvxdw.png" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@ai2?source=collection_tagged----43dbc3406ef1--semantic_scholar---8----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Ai2</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/semantic-scholar-releases-new-recommendations-api-ca01ef2d80d4?source=collection_tagged----43dbc3406ef1--semantic_scholar---8----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">Semantic Scholar Releases New Recommendations API</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Semantic Scholar’s newest addition to its growing list of open data services will recommend recently published papers and preprints to…</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Jun 29, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/semantic-scholar-releases-new-recommendations-api-ca01ef2d80d4?source=collection_tagged----43dbc3406ef1--semantic_scholar---8----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fca01ef2d80d4&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fsemantic-scholar-releases-new-recommendations-api-ca01ef2d80d4&source=----43dbc3406ef1--semantic_scholar---8-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="Screen shot of Research Feeds functionality in Semantic Scholar."><div class="j i d"><img alt="Screen shot of Research Feeds functionality in Semantic Scholar." class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*bwQ82K2e8FOU8KaZfbMKsA.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Screen shot of Research Feeds functionality in Semantic Scholar." class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*bwQ82K2e8FOU8KaZfbMKsA.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>Jun 29, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/semantic-scholar-releases-new-recommendations-api-ca01ef2d80d4?source=collection_tagged----43dbc3406ef1--semantic_scholar---8----------------------------"><div><div class="ab" aria-hidden="false"><div class="ab q nd"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fca01ef2d80d4&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fsemantic-scholar-releases-new-recommendations-api-ca01ef2d80d4&source=----43dbc3406ef1--semantic_scholar---8-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="no bh r iy ja np nq nr"></div></div></div></div></div></article></div></div></div><div class="ns l"><div class="ab cn"><div class="fu bh fv fw fx fy"><article class=""><div class="kp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/ai2-blog/new-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e" tabindex="0"><div class="bh kq kr ks kt"><div class="ab"><div class="ku kv kw kx ky ab q"><div class="kg l"><div><div class="l" aria-hidden="false"><a tabindex="-1" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar---9----------------------------"><div class="l dq"><img alt="Semantic Scholar" class="l dm by kz la fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*rgD4vdoS17NRtyiuoXRGNA.png" width="20" height="20" loading="lazy"/><div class="fl by l kz la fm n ay fn"></div></div></a></div></div></div><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lb ab q" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged----43dbc3406ef1--semantic_scholar---9----------------------------"><p class="bf b dt z ik lc il im ld in le ip bk">Semantic Scholar</p></a></div></div></div></div><div class="ab"><div class="l cl io"><div class="lf lg lh li lj lk ll lm ln lo"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/ai2-blog/new-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e?source=collection_tagged----43dbc3406ef1--semantic_scholar---9----------------------------"><h2 class="bf lp lq lr ls ho lt lu lv lw ht lx hv hw ly lz hz ma mb mc md me mf mg mh mi mj ik il im in ip bk">New Academic Graph Datasets Released From Semantic Scholar</h2><div class="mk"><h3 class="bf b iw z ik ml il im mm in ip ds">Semantic Scholar is pleased to announce the availability of new datasets that give users access to the full range of data exposed in our…</h3></div></a></div><div class="h k"><div class="mn mo mp mq mr ms mt mu mv mw l"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>May 17, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/new-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e?source=collection_tagged----43dbc3406ef1--semantic_scholar---9----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F18b6b3b3140e&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fnew-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e&source=----43dbc3406ef1--semantic_scholar---9-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="ni nj nk nl nm l"><div aria-label="New Academic Graph Datasets Released From Semantic Scholar"><div class="j i d"><img alt="New Academic Graph Datasets Released From Semantic Scholar" class="bx hg" src="https://miro.medium.com/v2/resize:fill:160:106/1*VUjrlOKk7KEcWTRunXcPpQ.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="New Academic Graph Datasets Released From Semantic Scholar" class="bx hg" src="https://miro.medium.com/v2/resize:fill:320:214/1*VUjrlOKk7KEcWTRunXcPpQ.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="nn j i d"><span class="bf b dt z ds"><div class="hh ab kf ae"><div class="ab q nb"><span>May 17, 2022</span><div class="h k j i d"><div class="dq mx my ab q"><div class="fm mz na ab q nb"><div class="ax my nc l fo"></div></div><a class="fm jw na ab q nb" tabindex="-1" rel="noopener follow" href="/ai2-blog/new-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e?source=collection_tagged----43dbc3406ef1--semantic_scholar---9----------------------------"></a></div></div></div><div class="ab q ne nf"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F18b6b3b3140e&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fai2-blog%2Fnew-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e&source=----43dbc3406ef1--semantic_scholar---9-----------------bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ng nh" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div></div></div></div></div></article></div></div></div><div></div></div></div></div></div></main><div class="cu cv h cw cx cy k cz da db j dc dd de df dg dh di dj dk dl dm c dn do"><div class="dp bh bm dq"><div class="l m nt"><div class="nu ab fp"><div class="l ae"><div class="nv nw nx l"><div class="jp l"><div class="l dq"><img alt="Ai2 Blog" class="l dm by ny nz fo" src="https://miro.medium.com/v2/resize:fill:176:176/1*st4i05fk1MMPnW9S5bvxdw.png" width="88" height="88" loading="lazy"/><div class="fl by l ny nz fm n ay hj"></div></div></div><div class="jp l"><p class="bf b bg z ds"><span class="io">Breakthrough AI to solve the world’s biggest problems.</span></p></div><div class="jp l"><span><button class="bf b bg z el je em eo ep eq er es et eu ev ew ex ey cr dm bm ez fa">Follow</button></span></div><div class="ab q oa"><div class="ob ab q hf"><p class="bf b iw ix ds">Connect with <!-- -->Ai2 Blog</p></div><div class="ab q hf"><div class="l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://twitter.com/allen_ai?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow" target="_blank"><span aria-label="Twitter (link opens in new tab)"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 24 24" class="oc"><path fill="#242424" d="M13.346 10.932 18.88 4.5h-1.311l-4.805 5.585L8.926 4.5H4.5l5.803 8.446L4.5 19.69h1.311l5.074-5.898 4.053 5.898h4.426zM11.55 13.02l-.588-.84-4.678-6.693h2.014l3.776 5.4.588.842 4.907 7.02h-2.014z"></path></svg></span></a></div></div></div></div><div class="nv nw nx l"><div class="l"><div class="l"><div class="jp l"><h2 class="bf hk iw z km bk">Editors</h2></div></div><div class="l"><div class="dp bh l"><div class="jp bh ab od kf"><div class="kg ab"><a tabindex="0" rel="noopener follow" href="/@ai2?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---0----------------------------"><div class="l dq"><img alt="Ai2" class="l dm by bz ca fo" src="https://miro.medium.com/v2/resize:fill:64:64/1*st4i05fk1MMPnW9S5bvxdw.png" width="32" height="32" loading="lazy"/><div class="fl by l bz ca fm n ay hj"></div></div></a><div class="ax kg l"><div class="ab q"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@ai2?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---0----------------------------"><h2 class="bf lp iw z ik ml il im mm in io ip km bk">Ai2</h2></a></div><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@ai2?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---0----------------------------"><div class="oe l io"><p class="bf b dt z ik of og oh oi oj ok ol id om on il im in ip ds">Our mission is to build breakthrough AI to solve the world's biggest problems. We are a Seattle-based non-profit founded in 2014 by Paul G. Allen.</p></div></a></div></div><span><button class="bf b dt z bk oo oc op oq ng or os es et eu ot ou ov ex ey cr dm bm ez fa">Follow</button></span></div></div><div class="dp bh l"><div class="jp bh ab od kf"><div class="kg ab"><a tabindex="0" rel="noopener follow" href="/@carissas?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---1----------------------------"><div class="l dq"><img alt="Carissa Schoenick" class="l dm by bz ca fo" src="https://miro.medium.com/v2/resize:fill:64:64/1*gtncHlBZLrfUUcm_rcW2SQ.png" width="32" height="32" loading="lazy"/><div class="fl by l bz ca fm n ay hj"></div></div></a><div class="ax kg l"><div class="ab q"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@carissas?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---1----------------------------"><h2 class="bf lp iw z ik ml il im mm in io ip km bk">Carissa Schoenick</h2></a></div><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@carissas?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---1----------------------------"><div class="oe l io"><p class="bf b dt z ik of og oh oi oj ok ol id om on il im in ip ds">Sr. Director of Program Management and Communication at the Allen Institute for AI</p></div></a></div></div><span><button class="bf b dt z bk oo oc op oq ng or os es et eu ot ou ov ex ey cr dm bm ez fa">Follow</button></span></div></div><div class="dp bh l"><div class="bh ab od kf"><div class="kg ab"><a tabindex="0" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---2----------------------------"><div class="l dq"><img alt="Semantic Scholar" class="l dm by bz ca fo" src="https://miro.medium.com/v2/resize:fill:64:64/1*rgD4vdoS17NRtyiuoXRGNA.png" width="32" height="32" loading="lazy"/><div class="fl by l bz ca fm n ay hj"></div></div></a><div class="ax kg l"><div class="ab q"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---2----------------------------"><h2 class="bf lp iw z ik ml il im mm in io ip km bk">Semantic Scholar</h2></a></div><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/@semantic_scholar?source=collection_tagged---collection_editors-43dbc3406ef1--semantic_scholar---2----------------------------"><div class="oe l io"><p class="bf b dt z ik of og oh oi oj ok ol id om on il im in ip ds">Semantic Scholar is a tool that empowers scientific exploration and discovery. A free product of AI2, we help scientists achieve impact.</p></div></a></div></div><span><button class="bf b dt z bk oo oc op oq ng or os es et eu ot ou ov ex ey cr dm bm ez fa">Follow</button></span></div></div></div></div><div class="l"><div class="ow l"><button type="button" class="ay am fh ao"><p class="bf b bg z bk">See all</p></button></div></div></div><div class="nv nw nx l"></div></div><div class="ox ab cd oa"><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://help.medium.com/hc/en-us?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Help</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://medium.statuspage.io/?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Status</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/about?autoplay=1&source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------"><p class="bf b kn ko ds">About</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/jobs-at-medium/work-at-medium-959d1a85284e?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------"><p class="bf b kn ko ds">Careers</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="pressinquiries@medium.com?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Press</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://blog.medium.com/?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Blog</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://policy.medium.com/medium-privacy-policy-f03bf92035c9?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Privacy</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://policy.medium.com/medium-terms-of-service-9db0094a1e0f?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Terms</p></a></div><div class="oy l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" href="https://speechify.com/medium?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------" rel="noopener follow"><p class="bf b kn ko ds">Text to speech</p></a></div><div class="l"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/business?source=collection_tagged---collection_sidebar-43dbc3406ef1--semantic_scholar-------------------------------"><p class="bf b kn ko ds">Teams</p></a></div></div></div></div></div></div></div></div></div></div></div><script>window.__BUILD_ID__="main-20241126-181518-0cb59a020f"</script><script>window.__GRAPHQL_URI__ = "https://medium.com/_/graphql"</script><script>window.__PRELOADED_STATE__ = {"algolia":{"queries":{}},"cache":{"experimentGroupSet":true,"reason":"Edgy did not set shouldUseCache to true","group":"disabled","tags":["group-edgeCacheTags","tag-semantic-scholar"],"serverVariantState":"","middlewareEnabled":true,"cacheStatus":"DYNAMIC","shouldUseCache":false,"vary":[],"lohpSummerUpsellEnabled":false,"publicationHierarchyEnabledWeb":false,"postBottomResponsesEnabled":false},"client":{"hydrated":false,"isUs":false,"isNativeMedium":false,"isSafariMobile":false,"isSafari":false,"isFirefox":false,"routingEntity":{"type":"DEFAULT","explicit":false},"viewerIsBot":false},"debug":{"requestId":"2e34d77d-8ae2-48b9-a982-776e1b0a33f6","hybridDevServices":[],"originalSpanCarrier":{"traceparent":"00-a4b36abab82a92acb03ce75071b9ef60-ff72c1da0c43e695-01"}},"multiVote":{"clapsPerPost":{}},"navigation":{"branch":{"show":null,"hasRendered":null,"blockedByCTA":false},"hideGoogleOneTap":false,"hasRenderedAlternateUserBanner":null,"currentLocation":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Ftagged\u002Fsemantic-scholar","host":"medium.com","hostname":"medium.com","referrer":"","hasSetReferrer":false,"susiModal":{"step":null,"operation":"register"},"postRead":false,"partnerProgram":{"selectedCountryCode":null},"queryString":"?source=collection_home_page----43dbc3406ef1---------------------------------"},"config":{"nodeEnv":"production","version":"main-20241126-181518-0cb59a020f","target":"production","productName":"Medium","publicUrl":"https:\u002F\u002Fcdn-client.medium.com\u002Flite","authDomain":"medium.com","authGoogleClientId":"216296035834-k1k6qe060s2tp2a2jam4ljdcms00sttg.apps.googleusercontent.com","favicon":"production","glyphUrl":"https:\u002F\u002Fglyph.medium.com","branchKey":"key_live_ofxXr2qTrrU9NqURK8ZwEhknBxiI6KBm","algolia":{"appId":"MQ57UUUQZ2","apiKeySearch":"394474ced050e3911ae2249ecc774921","indexPrefix":"medium_","host":"-dsn.algolia.net"},"recaptchaKey":"6Lfc37IUAAAAAKGGtC6rLS13R1Hrw_BqADfS1LRk","recaptcha3Key":"6Lf8R9wUAAAAABMI_85Wb8melS7Zj6ziuf99Yot5","recaptchaEnterpriseKeyId":"6Le-uGgpAAAAAPprRaokM8AKthQ9KNGdoxaGUvVp","datadog":{"applicationId":"6702d87d-a7e0-42fe-bbcb-95b469547ea0","clientToken":"pub853ea8d17ad6821d9f8f11861d23dfed","rumToken":"pubf9cc52896502b9413b68ba36fc0c7162","context":{"deployment":{"target":"production","tag":"main-20241126-181518-0cb59a020f","commit":"0cb59a020f4453d0900f671f1a6576feecc55e74"}},"datacenter":"us"},"googleAnalyticsCode":"G-7JY7T788PK","googlePay":{"apiVersion":"2","apiVersionMinor":"0","merchantId":"BCR2DN6TV7EMTGBM","merchantName":"Medium","instanceMerchantId":"13685562959212738550"},"applePay":{"version":3},"signInWallCustomDomainCollectionIds":["3a8144eabfe3","336d898217ee","61061eb0c96b","138adf9c44c","819cc2aaeee0"],"mediumMastodonDomainName":"me.dm","mediumOwnedAndOperatedCollectionIds":["8a9336e5bb4","b7e45b22fec3","193b68bd4fba","8d6b8a439e32","54c98c43354d","3f6ecf56618","d944778ce714","92d2092dc598","ae2a65f35510","1285ba81cada","544c7006046e","fc8964313712","40187e704f1c","88d9857e584e","7b6769f2748b","bcc38c8f6edf","cef6983b292","cb8577c9149e","444d13b52878","713d7dbc99b0","ef8e90590e66","191186aaafa0","55760f21cdc5","9dc80918cc93","bdc4052bbdba","8ccfed20cbb2"],"tierOneDomains":["medium.com","thebolditalic.com","arcdigital.media","towardsdatascience.com","uxdesign.cc","codeburst.io","psiloveyou.xyz","writingcooperative.com","entrepreneurshandbook.co","prototypr.io","betterhumans.coach.me","theascent.pub"],"topicsToFollow":["d61cf867d93f","8a146bc21b28","1eca0103fff3","4d562ee63426","aef1078a3ef5","e15e46793f8d","6158eb913466","55f1c20aba7a","3d18b94f6858","4861fee224fd","63c6f1f93ee","1d98b3a9a871","decb52b64abf","ae5d4995e225","830cded25262"],"topicToTagMappings":{"accessibility":"accessibility","addiction":"addiction","android-development":"android-development","art":"art","artificial-intelligence":"artificial-intelligence","astrology":"astrology","basic-income":"basic-income","beauty":"beauty","biotech":"biotech","blockchain":"blockchain","books":"books","business":"business","cannabis":"cannabis","cities":"cities","climate-change":"climate-change","comics":"comics","coronavirus":"coronavirus","creativity":"creativity","cryptocurrency":"cryptocurrency","culture":"culture","cybersecurity":"cybersecurity","data-science":"data-science","design":"design","digital-life":"digital-life","disability":"disability","economy":"economy","education":"education","equality":"equality","family":"family","feminism":"feminism","fiction":"fiction","film":"film","fitness":"fitness","food":"food","freelancing":"freelancing","future":"future","gadgets":"gadgets","gaming":"gaming","gun-control":"gun-control","health":"health","history":"history","humor":"humor","immigration":"immigration","ios-development":"ios-development","javascript":"javascript","justice":"justice","language":"language","leadership":"leadership","lgbtqia":"lgbtqia","lifestyle":"lifestyle","machine-learning":"machine-learning","makers":"makers","marketing":"marketing","math":"math","media":"media","mental-health":"mental-health","mindfulness":"mindfulness","money":"money","music":"music","neuroscience":"neuroscience","nonfiction":"nonfiction","outdoors":"outdoors","parenting":"parenting","pets":"pets","philosophy":"philosophy","photography":"photography","podcasts":"podcast","poetry":"poetry","politics":"politics","privacy":"privacy","product-management":"product-management","productivity":"productivity","programming":"programming","psychedelics":"psychedelics","psychology":"psychology","race":"race","relationships":"relationships","religion":"religion","remote-work":"remote-work","san-francisco":"san-francisco","science":"science","self":"self","self-driving-cars":"self-driving-cars","sexuality":"sexuality","social-media":"social-media","society":"society","software-engineering":"software-engineering","space":"space","spirituality":"spirituality","sports":"sports","startups":"startup","style":"style","technology":"technology","transportation":"transportation","travel":"travel","true-crime":"true-crime","tv":"tv","ux":"ux","venture-capital":"venture-capital","visual-design":"visual-design","work":"work","world":"world","writing":"writing"},"defaultImages":{"avatar":{"imageId":"1*dmbNkD5D-u45r44go_cf0g.png","height":150,"width":150},"orgLogo":{"imageId":"7*V1_7XP4snlmqrc_0Njontw.png","height":110,"width":500},"postLogo":{"imageId":"bd978bb536350a710e8efb012513429cabdc4c28700604261aeda246d0f980b7","height":810,"width":1440},"postPreviewImage":{"imageId":"1*hn4v1tCaJy7cWMyb0bpNpQ.png","height":386,"width":579}},"collectionStructuredData":{"8d6b8a439e32":{"name":"Elemental","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fcdn-images-1.medium.com\u002Fmax\u002F980\u002F1*9ygdqoKprhwuTVKUM0DLPA@2x.png","width":980,"height":159}}},"3f6ecf56618":{"name":"Forge","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fcdn-images-1.medium.com\u002Fmax\u002F596\u002F1*uULpIlImcO5TDuBZ6lm7Lg@2x.png","width":596,"height":183}}},"ae2a65f35510":{"name":"GEN","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F264\u002F1*RdVZMdvfV3YiZTw6mX7yWA.png","width":264,"height":140}}},"88d9857e584e":{"name":"LEVEL","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F540\u002F1*JqYMhNX6KNNb2UlqGqO2WQ.png","width":540,"height":108}}},"7b6769f2748b":{"name":"Marker","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fcdn-images-1.medium.com\u002Fmax\u002F383\u002F1*haCUs0wF6TgOOvfoY-jEoQ@2x.png","width":383,"height":92}}},"444d13b52878":{"name":"OneZero","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F540\u002F1*cw32fIqCbRWzwJaoQw6BUg.png","width":540,"height":123}}},"8ccfed20cbb2":{"name":"Zora","data":{"@type":"NewsMediaOrganization","ethicsPolicy":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Farticles\u002F360043290473","logo":{"@type":"ImageObject","url":"https:\u002F\u002Fmiro.medium.com\u002Fmax\u002F540\u002F1*tZUQqRcCCZDXjjiZ4bDvgQ.png","width":540,"height":106}}}},"embeddedPostIds":{"coronavirus":"cd3010f9d81f"},"sharedCdcMessaging":{"COVID_APPLICABLE_TAG_SLUGS":[],"COVID_APPLICABLE_TOPIC_NAMES":[],"COVID_APPLICABLE_TOPIC_NAMES_FOR_TOPIC_PAGE":[],"COVID_MESSAGES":{"tierA":{"text":"For more information on the novel coronavirus and Covid-19, visit cdc.gov.","markups":[{"start":66,"end":73,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]},"tierB":{"text":"Anyone can publish on Medium per our Policies, but we don’t fact-check every story. For more info about the coronavirus, see cdc.gov.","markups":[{"start":37,"end":45,"href":"https:\u002F\u002Fhelp.medium.com\u002Fhc\u002Fen-us\u002Fcategories\u002F201931128-Policies-Safety"},{"start":125,"end":132,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]},"paywall":{"text":"This article has been made free for everyone, thanks to Medium Members. For more information on the novel coronavirus and Covid-19, visit cdc.gov.","markups":[{"start":56,"end":70,"href":"https:\u002F\u002Fmedium.com\u002Fmembership"},{"start":138,"end":145,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]},"unbound":{"text":"This article is free for everyone, thanks to Medium Members. For more information on the novel coronavirus and Covid-19, visit cdc.gov.","markups":[{"start":45,"end":59,"href":"https:\u002F\u002Fmedium.com\u002Fmembership"},{"start":127,"end":134,"href":"https:\u002F\u002Fwww.cdc.gov\u002Fcoronavirus\u002F2019-nCoV"}]}},"COVID_BANNER_POST_ID_OVERRIDE_WHITELIST":["3b31a67bff4a"]},"sharedVoteMessaging":{"TAGS":["politics","election-2020","government","us-politics","election","2020-presidential-race","trump","donald-trump","democrats","republicans","congress","republican-party","democratic-party","biden","joe-biden","maga"],"TOPICS":["politics","election"],"MESSAGE":{"text":"Find out more about the U.S. election results here.","markups":[{"start":46,"end":50,"href":"https:\u002F\u002Fcookpolitical.com\u002F2020-national-popular-vote-tracker"}]},"EXCLUDE_POSTS":["397ef29e3ca5"]},"embedPostRules":[],"recircOptions":{"v1":{"limit":3},"v2":{"limit":8}},"braintreeClientKey":"production_zjkj96jm_m56f8fqpf7ngnrd4","braintree":{"enabled":true,"merchantId":"m56f8fqpf7ngnrd4","merchantAccountId":{"usd":"AMediumCorporation_instant","eur":"amediumcorporation_EUR","cad":"amediumcorporation_CAD"},"publicKey":"ds2nn34bg2z7j5gd","braintreeEnvironment":"production","dashboardUrl":"https:\u002F\u002Fwww.braintreegateway.com\u002Fmerchants","gracePeriodDurationInDays":14,"mediumMembershipPlanId":{"monthly":"ce105f8c57a3","monthlyV2":"e8a5e126-792b-4ee6-8fba-d574c1b02fc5","monthlyWithTrial":"d5ee3dbe3db8","monthlyPremium":"fa741a9b47a2","yearly":"a40ad4a43185","yearlyV2":"3815d7d6-b8ca-4224-9b8c-182f9047866e","yearlyStaff":"d74fb811198a","yearlyWithTrial":"b3bc7350e5c7","yearlyPremium":"e21bd2c12166","monthlyOneYearFree":"e6c0637a-2bad-4171-ab4f-3c268633d83c","monthly25PercentOffFirstYear":"235ecc62-0cdb-49ae-9378-726cd21c504b","monthly20PercentOffFirstYear":"ba518864-9c13-4a99-91ca-411bf0cac756","monthly15PercentOffFirstYear":"594c029b-9f89-43d5-88f8-8173af4e070e","monthly10PercentOffFirstYear":"c6c7bc9a-40f2-4b51-8126-e28511d5bdb0","monthlyForStudents":"629ebe51-da7d-41fd-8293-34cd2f2030a8","yearlyOneYearFree":"78ba7be9-0d9f-4ece-aa3e-b54b826f2bf1","yearly25PercentOffFirstYear":"2dbb010d-bb8f-4eeb-ad5c-a08509f42d34","yearly20PercentOffFirstYear":"47565488-435b-47f8-bf93-40d5fbe0ebc8","yearly15PercentOffFirstYear":"8259809b-0881-47d9-acf7-6c001c7f720f","yearly10PercentOffFirstYear":"9dd694fb-96e1-472c-8d9e-3c868d5c1506","yearlyForStudents":"e29345ef-ab1c-4234-95c5-70e50fe6bc23","monthlyCad":"p52orjkaceei","yearlyCad":"h4q9g2up9ktt"},"braintreeDiscountId":{"oneMonthFree":"MONTHS_FREE_01","threeMonthsFree":"MONTHS_FREE_03","sixMonthsFree":"MONTHS_FREE_06","fiftyPercentOffOneYear":"FIFTY_PERCENT_OFF_ONE_YEAR"},"3DSecureVersion":"2","defaultCurrency":"usd","providerPlanIdCurrency":{"4ycw":"usd","rz3b":"usd","3kqm":"usd","jzw6":"usd","c2q2":"usd","nnsw":"usd","q8qw":"usd","d9y6":"usd","fx7w":"cad","nwf2":"cad"}},"paypalClientId":"AXj1G4fotC2GE8KzWX9mSxCH1wmPE3nJglf4Z2ig_amnhvlMVX87otaq58niAg9iuLktVNF_1WCMnN7v","paypal":{"host":"https:\u002F\u002Fapi.paypal.com:443","clientMode":"production","serverMode":"live","webhookId":"4G466076A0294510S","monthlyPlan":{"planId":"P-9WR0658853113943TMU5FDQA","name":"Medium Membership (Monthly) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"yearlyPlan":{"planId":"P-7N8963881P8875835MU5JOPQ","name":"Medium Membership (Annual) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"oneYearGift":{"name":"Medium Membership (1 Year, Digital Gift Code)","description":"Unlimited access to the best and brightest stories on Medium. Gift codes can be redeemed at medium.com\u002Fredeem.","price":"50.00","currency":"USD","sku":"membership-gift-1-yr"},"oldMonthlyPlan":{"planId":"P-96U02458LM656772MJZUVH2Y","name":"Medium Membership (Monthly)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"oldYearlyPlan":{"planId":"P-59P80963JF186412JJZU3SMI","name":"Medium Membership (Annual)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"monthlyPlanWithTrial":{"planId":"P-66C21969LR178604GJPVKUKY","name":"Medium Membership (Monthly) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"yearlyPlanWithTrial":{"planId":"P-6XW32684EX226940VKCT2MFA","name":"Medium Membership (Annual) with setup fee","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"oldMonthlyPlanNoSetupFee":{"planId":"P-4N046520HR188054PCJC7LJI","name":"Medium Membership (Monthly)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed monthly."},"oldYearlyPlanNoSetupFee":{"planId":"P-7A4913502Y5181304CJEJMXQ","name":"Medium Membership (Annual)","description":"Unlimited access to the best and brightest stories on Medium. Membership billed annually."},"sdkUrl":"https:\u002F\u002Fwww.paypal.com\u002Fsdk\u002Fjs"},"stripePublishableKey":"pk_live_7FReX44VnNIInZwrIIx6ghjl","log":{"json":true,"level":"info"},"imageUploadMaxSizeMb":25,"staffPicks":{"title":"Staff Picks","catalogId":"c7bc6e1ee00f"}},"session":{"xsrf":""}}</script><script>window.__APOLLO_STATE__ = {"ROOT_QUERY":{"__typename":"Query","viewer":null,"variantFlags":[{"__typename":"VariantFlag","name":"available_annual_premium_plan","valueType":{"__typename":"VariantFlagString","value":"4a442ace1476"}},{"__typename":"VariantFlag","name":"enable_iceland_forced_android","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_post_bottom_responses_input","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"textshots_userid","valueType":{"__typename":"VariantFlagString","value":""}},{"__typename":"VariantFlag","name":"enable_cache_less_following_feed","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_lite_archive_page","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_google_webhook","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_verifications_service","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_recirc_model","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_tick_landing_page","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"reader_fair_distribution_non_qp","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_mastodon_avatar_upload","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_new_manage_membership_flow","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_simplified_digest_v2_b","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"glyph_font_set","valueType":{"__typename":"VariantFlagString","value":"m2-unbound-source-serif-pro"}},{"__typename":"VariantFlag","name":"enable_sharer_validate_post_share_key","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_update_topic_portals_wtf","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_enable_verified_book_author","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_android_dynamic_aspirational_paywall","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_branch_io","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_tipping_v0_ios","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_boost_nia_v01","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_braintree_paypal","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_aurora_pub_follower_page","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_enable_home_post_menu","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"price_smoke_test_yearly","valueType":{"__typename":"VariantFlagString","value":""}},{"__typename":"VariantFlag","name":"android_enable_friend_links_creation","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_configure_pronouns","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_mastodon_for_members_username_selection","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_enable_image_sharer","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_explicit_signals_updated_post_previews","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"disable_partner_program_enrollment","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_members_only_audio","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_rito_upstream_deadlines","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_braintree_google_pay","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_lite_response_markup","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_group_gifting","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_android_verified_author","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_rex_reading_history","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"allow_access","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_pp_country_expansion","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_update_explore_wtf","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_tipping_v0_android","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_braintree_trial_membership","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_ranker_v10","valueType":{"__typename":"VariantFlagString","value":"control"}},{"__typename":"VariantFlag","name":"enable_recaptcha_enterprise","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_seamless_social_sharing","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_automod","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_susi_redesign_ios","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_footer_app_buttons","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_moc_load_processor_all_recs_surfaces","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_sharer_create_post_share_key","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_diversification_rex","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_mastodon_for_members","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_new_stripe_customers","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_enable_syntax_highlight","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_billing_frequency_on_step2","valueType":{"__typename":"VariantFlagString","value":"control"}},{"__typename":"VariantFlag","name":"enable_google_one_tap","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_speechify_ios","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_enable_topic_portals","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"browsable_stream_config_bucket","valueType":{"__typename":"VariantFlagString","value":"curated-topics"}},{"__typename":"VariantFlag","name":"enable_susi_redesign_android","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_lite_homepage","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_ml_rank_rex_anno","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_abandoned_cart_promotion_email","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_author_cards_byline","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_newsletter_lo_flow_custom_domains","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"available_monthly_premium_plan","valueType":{"__typename":"VariantFlagString","value":"12a660186432"}},{"__typename":"VariantFlag","name":"enable_publication_hierarchy_web","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"limit_post_referrers","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_medium2_kbfd","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"reengagement_notification_duration","valueType":{"__typename":"VariantFlagNumber","value":3}},{"__typename":"VariantFlag","name":"enable_bg_post_post","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_import","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_maim_the_meter","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_enable_friend_links_postpage_banners","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_remove_twitter_onboarding_step","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_enable_lists_v2","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_ios_dynamic_paywall_aspiriational","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_ios_dynamic_paywall_programming","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_moc_load_processor_c","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"num_post_bottom_responses_to_show","valueType":{"__typename":"VariantFlagString","value":"3"}},{"__typename":"VariantFlag","name":"enable_braintree_webhook","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_premium_tier_badge","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_iceland_nux","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_android_offline_reading","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_braintree_apple_pay","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_ios_offline_reading","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_rex_new_push_notification_endpoint","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_lite_continue_this_thread","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"limit_user_follows","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"mobile_custom_app_icon","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_braintree_client","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_entities_to_follow_v2","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_see_pronouns","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_explicit_signals","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"signup_services","valueType":{"__typename":"VariantFlagString","value":"twitter,facebook,google,email,google-fastidv,google-one-tap,apple"}},{"__typename":"VariantFlag","name":"enable_apple_sign_in","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_creator_welcome_email","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_speechify_widget","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_android_dynamic_programming_paywall","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_deprecate_legacy_providers_v3","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_ios_autorefresh","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_rex_aggregator_v2","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"signin_services","valueType":{"__typename":"VariantFlagString","value":"twitter,facebook,google,email,google-fastidv,google-one-tap,apple"}},{"__typename":"VariantFlag","name":"allow_signup","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_lite_server_upstream_deadlines","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_enable_friend_links_postpage_banners","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"price_smoke_test_monthly","valueType":{"__typename":"VariantFlagString","value":""}},{"__typename":"VariantFlag","name":"enable_sprig","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_recommended_publishers_query","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_tag_recs","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_pp_v4","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_two_hour_refresh","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_app_flirty_thirty","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_conversion_ranker_v2","valueType":{"__typename":"VariantFlagString","value":"control"}},{"__typename":"VariantFlag","name":"ios_social_share_sheet","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_auto_follow_on_subscribe","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_moc_load_processor_first_story","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_updated_pub_recs_ui","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_pill_based_home_feed","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"allow_test_auth","valueType":{"__typename":"VariantFlagString","value":"disallow"}},{"__typename":"VariantFlag","name":"available_monthly_plan","valueType":{"__typename":"VariantFlagString","value":"60e220181034"}},{"__typename":"VariantFlag","name":"enable_author_cards","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_braintree_integration","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"rex_generator_max_candidates","valueType":{"__typename":"VariantFlagNumber","value":1000}},{"__typename":"VariantFlag","name":"enable_switch_plan_premium_tier","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"redefined_top_posts","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"available_annual_plan","valueType":{"__typename":"VariantFlagString","value":"2c754bcc2995"}},{"__typename":"VariantFlag","name":"can_receive_tips_v0","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_android_miro_v2","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_marketing_emails","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"onboarding_tags_from_top_views","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"skip_fs_cache_user_vals","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_bayesian_average_pub_search","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_conversion_model_v2","valueType":{"__typename":"VariantFlagString","value":"group_2"}},{"__typename":"VariantFlag","name":"enable_ios_easy_resubscribe","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_post_bottom_responses","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_enable_friend_links_creation","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"can_send_tips_v0","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_lo_homepage","valueType":{"__typename":"VariantFlagString","value":"control"}},{"__typename":"VariantFlag","name":"enable_apple_webhook","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_display_paywall_after_onboarding","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_in_app_free_trial","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"coronavirus_topic_recirc","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_premium_tier","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_enable_editor_new_publishing_flow","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_eventstats_event_processing","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_intrinsic_automatic_actions","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_legacy_feed_in_iceland","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_tribute_landing_page","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"android_rating_prompt_stories_read_threshold","valueType":{"__typename":"VariantFlagNumber","value":2}},{"__typename":"VariantFlag","name":"enable_pre_pp_v4","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"enable_starspace","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"goliath_externalsearch_enable_comment_deindexation","valueType":{"__typename":"VariantFlagBoolean","value":true}},{"__typename":"VariantFlag","name":"ios_enable_lock_responses","valueType":{"__typename":"VariantFlagBoolean","value":true}}],"collectionByDomainOrSlug({\"domainOrSlug\":\"ai2-blog\"})":{"__ref":"Collection:43dbc3406ef1"},"tagFromSlug({\"tagSlug\":\"semantic-scholar\"})":{"__ref":"Tag:semantic-scholar"}},"ImageMetadata:1*W-o3m33p3RTrB0EHLdScdg.png":{"__typename":"ImageMetadata","id":"1*W-o3m33p3RTrB0EHLdScdg.png"},"Collection:43dbc3406ef1":{"__typename":"Collection","id":"43dbc3406ef1","favicon":{"__ref":"ImageMetadata:1*W-o3m33p3RTrB0EHLdScdg.png"},"slug":"ai2-blog","name":"Ai2 Blog","domain":null,"customStyleSheet":{"__ref":"CustomStyleSheet:1b72181962eb"},"colorPalette":{"__typename":"ColorPalette","highlightSpectrum":{"__typename":"ColorSpectrum","backgroundColor":"#FFFFFFFF","colorPoints":[{"__typename":"ColorPoint","color":"#FFE7F4FF","point":0},{"__typename":"ColorPoint","color":"#FFE3F2FF","point":0.1},{"__typename":"ColorPoint","color":"#FFDEF0FF","point":0.2},{"__typename":"ColorPoint","color":"#FFD9EFFF","point":0.3},{"__typename":"ColorPoint","color":"#FFD4EDFF","point":0.4},{"__typename":"ColorPoint","color":"#FFCFEBFF","point":0.5},{"__typename":"ColorPoint","color":"#FFCAEAFF","point":0.6},{"__typename":"ColorPoint","color":"#FFC5E8FF","point":0.7},{"__typename":"ColorPoint","color":"#FFC0E6FF","point":0.8},{"__typename":"ColorPoint","color":"#FFBBE4FF","point":0.9},{"__typename":"ColorPoint","color":"#FFB5E2FF","point":1}]},"defaultBackgroundSpectrum":{"__typename":"ColorSpectrum","backgroundColor":"#FFFFFFFF","colorPoints":[{"__typename":"ColorPoint","color":"#FF4B83F9","point":0},{"__typename":"ColorPoint","color":"#FF487BE3","point":0.1},{"__typename":"ColorPoint","color":"#FF4572CE","point":0.2},{"__typename":"ColorPoint","color":"#FF4168B9","point":0.3},{"__typename":"ColorPoint","color":"#FF3D5FA4","point":0.4},{"__typename":"ColorPoint","color":"#FF38558F","point":0.5},{"__typename":"ColorPoint","color":"#FF324A7B","point":0.6},{"__typename":"ColorPoint","color":"#FF2C3F67","point":0.7},{"__typename":"ColorPoint","color":"#FF253453","point":0.8},{"__typename":"ColorPoint","color":"#FF1C283F","point":0.9},{"__typename":"ColorPoint","color":"#FF121A2A","point":1}]},"tintBackgroundSpectrum":{"__typename":"ColorSpectrum","backgroundColor":"#FF265ED4","colorPoints":[{"__typename":"ColorPoint","color":"#FF265ED4","point":0},{"__typename":"ColorPoint","color":"#FF4173DB","point":0.1},{"__typename":"ColorPoint","color":"#FF5886E2","point":0.2},{"__typename":"ColorPoint","color":"#FF6E97EA","point":0.3},{"__typename":"ColorPoint","color":"#FF84A8F1","point":0.4},{"__typename":"ColorPoint","color":"#FF98B7F8","point":0.5},{"__typename":"ColorPoint","color":"#FFACC7FE","point":0.6},{"__typename":"ColorPoint","color":"#FFBFD5FF","point":0.7},{"__typename":"ColorPoint","color":"#FFD2E4FF","point":0.8},{"__typename":"ColorPoint","color":"#FFE4F2FF","point":0.9},{"__typename":"ColorPoint","color":"#FFF6FFFF","point":1}]}},"description":"Breakthrough AI to solve the world’s biggest problems.","editorsNote":"allenai.org | Breakthrough AI to solve the world’s biggest problems.","avatar":{"__ref":"ImageMetadata:1*st4i05fk1MMPnW9S5bvxdw.png"},"facebookPageName":null,"instagramUsername":null,"twitterUsername":"allen_ai","editors":[{"__typename":"CollectionMastheadUserItem","isExcluded":null,"user":{"__ref":"User:b68e445f75e"}},{"__typename":"CollectionMastheadUserItem","isExcluded":null,"user":{"__ref":"User:7a00e73026a1"}},{"__typename":"CollectionMastheadUserItem","isExcluded":null,"user":{"__ref":"User:aa2831ab52bf"}},{"__typename":"CollectionMastheadUserItem","isExcluded":null,"user":{"__ref":"User:620d50f0ec1f"}},{"__typename":"CollectionMastheadUserItem","isExcluded":null,"user":{"__ref":"User:5f26671bc136"}},{"__typename":"CollectionMastheadUserItem","isExcluded":null,"user":{"__ref":"User:ef62f27b00ef"}}],"newsletterV3":null,"viewerEdge":{"__ref":"CollectionViewerEdge:collectionId:43dbc3406ef1-viewerId:lo_d0adb78b7f95"},"subscriberCount":1659,"customDomainState":{"__typename":"CustomDomainState","live":null},"taggedPostsConnection:{\"paging\":{\"limit\":10},\"tag\":\"semantic-scholar\"}":{"__typename":"TaggedPostConnection","tagDisplayTitle":"Semantic Scholar","tagSlug":"semantic-scholar","posts":[{"__ref":"Post:5563dbe0899e"},{"__ref":"Post:d7e007ba6a84"},{"__ref":"Post:718dc56d08a5"},{"__ref":"Post:e0f9e9d46569"},{"__ref":"Post:3ad802caed93"},{"__ref":"Post:3887a7f70022"},{"__ref":"Post:bba2a6899df1"},{"__ref":"Post:5e22f4c794e3"},{"__ref":"Post:ca01ef2d80d4"},{"__ref":"Post:18b6b3b3140e"}],"pagingInfo":{"__typename":"Paging","next":{"__typename":"PageParams","from":"1652821716298","limit":10}}},"isAuroraEligible":true,"isAuroraVisible":true,"creator":{"__ref":"User:b68e445f75e"},"facebookPageId":null,"tags":["AI FOR GOOD","NLP","COMPUTER VISION","MACHINE LEARNING","LARGE LANGUAGE MODELS"],"createdAt":0,"ptsQualifiedAt":1616092975926,"logo":{"__ref":"ImageMetadata:1*lRlwH73l4QbX-KhY08wc6g.png"},"legacyHeaderBackgroundImage":null,"navItems":[{"__typename":"NavItem","tagSlug":null,"title":"Semantic Scholar","url":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fsemantic-scholar\u002Fhome"},{"__typename":"NavItem","tagSlug":null,"title":"Computer Vision","url":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fcomputer-vision\u002Fhome"},{"__typename":"NavItem","tagSlug":null,"title":"AllenNLP","url":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fallennlp\u002Fhome"},{"__typename":"NavItem","tagSlug":null,"title":"Engineering","url":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fengineering\u002Fhome"},{"__typename":"NavItem","tagSlug":null,"title":"Featured AI2ers","url":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Ffeatured-ai2ers\u002Fhome"},{"__typename":"NavItem","tagSlug":null,"title":"allenai.org","url":"http:\u002F\u002Fallenai.org"}]},"CustomStyleSheet:1b72181962eb":{"__typename":"CustomStyleSheet","id":"1b72181962eb","global":{"__typename":"GlobalStyles","colorPalette":{"__typename":"StyleSheetColorPalette","primary":{"__typename":"ColorValue","colorPalette":{"__typename":"ColorPalette","highlightSpectrum":{"__typename":"ColorSpectrum","backgroundColor":"#FFFFFFFF","colorPoints":[{"__typename":"ColorPoint","color":"#FFFFE2F3","point":0},{"__typename":"ColorPoint","color":"#FFFFDDF2","point":0.1},{"__typename":"ColorPoint","color":"#FFFFD8F0","point":0.2},{"__typename":"ColorPoint","color":"#FFFFD2EF","point":0.3},{"__typename":"ColorPoint","color":"#FFFFCDED","point":0.4},{"__typename":"ColorPoint","color":"#FFFFC8EC","point":0.5},{"__typename":"ColorPoint","color":"#FFFFC2EA","point":0.6},{"__typename":"ColorPoint","color":"#FFFFBDE9","point":0.7},{"__typename":"ColorPoint","color":"#FFFFB7E7","point":0.8},{"__typename":"ColorPoint","color":"#FFFFB1E6","point":0.9},{"__typename":"ColorPoint","color":"#FFFFACE4","point":1}]},"defaultBackgroundSpectrum":{"__typename":"ColorSpectrum","backgroundColor":"#FFFFFFFF","colorPoints":[{"__typename":"ColorPoint","color":"#FFD9408A","point":0},{"__typename":"ColorPoint","color":"#FFC93E80","point":0.1},{"__typename":"ColorPoint","color":"#FFB83C76","point":0.2},{"__typename":"ColorPoint","color":"#FFA73A6C","point":0.3},{"__typename":"ColorPoint","color":"#FF963762","point":0.4},{"__typename":"ColorPoint","color":"#FF843257","point":0.5},{"__typename":"ColorPoint","color":"#FF732E4C","point":0.6},{"__typename":"ColorPoint","color":"#FF612841","point":0.7},{"__typename":"ColorPoint","color":"#FF4F2135","point":0.8},{"__typename":"ColorPoint","color":"#FF3D1A28","point":0.9},{"__typename":"ColorPoint","color":"#FF29111B","point":1}]},"tintBackgroundSpectrum":{"__typename":"ColorSpectrum","backgroundColor":"#FFf0529c","colorPoints":[{"__typename":"ColorPoint","color":"#FFF0529C","point":0},{"__typename":"ColorPoint","color":"#FFF865A7","point":0.1},{"__typename":"ColorPoint","color":"#FFFF76B1","point":0.2},{"__typename":"ColorPoint","color":"#FFFF87BC","point":0.3},{"__typename":"ColorPoint","color":"#FFFF97C6","point":0.4},{"__typename":"ColorPoint","color":"#FFFFA7D0","point":0.5},{"__typename":"ColorPoint","color":"#FFFFB6DA","point":0.6},{"__typename":"ColorPoint","color":"#FFFFC5E3","point":0.7},{"__typename":"ColorPoint","color":"#FFFFD4ED","point":0.8},{"__typename":"ColorPoint","color":"#FFFFE3F6","point":0.9},{"__typename":"ColorPoint","color":"#FFFFF1FF","point":1}]}}},"background":null},"fonts":{"__typename":"StyleSheetFonts","font1":{"__typename":"StyleSheetFont","name":"SANS_SERIF_1"},"font2":{"__typename":"StyleSheetFont","name":"SANS_SERIF_1"},"font3":{"__typename":"StyleSheetFont","name":"SANS_SERIF_1"}}},"header":{"__typename":"HeaderStyles","taglineTreatment":"TAGLINE_TREATMENT_HEADER","headerScale":"HEADER_SCALE_MEDIUM","backgroundImageDisplayMode":"IMAGE_DISPLAY_MODE_FILL","backgroundImageVerticalAlignment":"CENTER","backgroundColorDisplayMode":"COLOR_DISPLAY_MODE_SOLID","backgroundColor":null,"secondaryBackgroundColor":null,"postBackgroundColor":null,"backgroundImage":{"__ref":"ImageMetadata:1*tEQWEuSFL9yxJxnrmxhebg.png"},"appNameColor":{"__typename":"ColorValue","rgb":"f0529c","alpha":"ff"},"logoImage":{"__ref":"ImageMetadata:1*8fJRlvxRTEksHC8zUe7mtA.png"},"appNameTreatment":"NAME_TREATMENT_TEXT"},"navigation":{"__typename":"HeaderNavigation","navItems":[{"__typename":"HeaderNavigationItem","type":"NAV_TYPE_TAG","name":"AllenNLP","href":null,"tags":[{"__ref":"Tag:nlp"}]},{"__typename":"HeaderNavigationItem","type":"NAV_TYPE_TAG","name":"PRIOR","href":null,"tags":[{"__ref":"Tag:computer-vision"}]},{"__typename":"HeaderNavigationItem","type":"NAV_TYPE_TAG","name":"Semantic Scholar","href":null,"tags":[{"__ref":"Tag:semantic-scholar"}]},{"__typename":"HeaderNavigationItem","type":"NAV_TYPE_TAG","name":"Engineering","href":null,"tags":[{"__ref":"Tag:engineering"}]},{"__typename":"HeaderNavigationItem","type":"NAV_TYPE_TAG","name":"AI & Society","href":null,"tags":[{"__ref":"Tag:ai-and-society"}]},{"__typename":"HeaderNavigationItem","type":"NAV_TYPE_TAG","name":"Featured AI2ers","href":null,"tags":[{"__ref":"Tag:featured-ai2er"}]}]}},"ImageMetadata:1*st4i05fk1MMPnW9S5bvxdw.png":{"__typename":"ImageMetadata","id":"1*st4i05fk1MMPnW9S5bvxdw.png","focusPercentX":null,"focusPercentY":null,"originalHeight":400,"originalWidth":400},"Membership:0c940603-1971-4cd2-9647-4f933a2b1da8":{"__typename":"Membership","tier":"MEMBER","id":"0c940603-1971-4cd2-9647-4f933a2b1da8"},"User:b68e445f75e":{"__typename":"User","id":"b68e445f75e","algoliaObjectId":null,"name":"Ai2","bio":"Our mission is to build breakthrough AI to solve the world's biggest problems. We are a Seattle-based non-profit founded in 2014 by Paul G. Allen.","imageId":"1*st4i05fk1MMPnW9S5bvxdw.png","membership":{"__ref":"Membership:0c940603-1971-4cd2-9647-4f933a2b1da8"},"username":"ai2","customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"ai2.medium.com"}},"hasSubdomain":true,"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"twitterScreenName":"allen_ai","viewerEdge":{"__ref":"UserViewerEdge:userId:b68e445f75e-viewerId:lo_d0adb78b7f95"}},"Membership:a749daf5-3722-4775-9ebe-00920e27f2a6":{"__typename":"Membership","tier":"MEMBER","id":"a749daf5-3722-4775-9ebe-00920e27f2a6"},"User:7a00e73026a1":{"__typename":"User","id":"7a00e73026a1","algoliaObjectId":null,"name":"Carissa Schoenick","bio":"Sr. Director of Program Management and Communication at the Allen Institute for AI","imageId":"1*gtncHlBZLrfUUcm_rcW2SQ.png","membership":{"__ref":"Membership:a749daf5-3722-4775-9ebe-00920e27f2a6"},"username":"carissas","customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"carissas.medium.com"}},"hasSubdomain":true,"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false}},"User:aa2831ab52bf":{"__typename":"User","id":"aa2831ab52bf","algoliaObjectId":null,"name":"Semantic Scholar","bio":"Semantic Scholar is a tool that empowers scientific exploration and discovery. A free product of AI2, we help scientists achieve impact.","imageId":"1*rgD4vdoS17NRtyiuoXRGNA.png","membership":null,"username":"semantic_scholar","customDomainState":null,"hasSubdomain":false,"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"viewerEdge":{"__ref":"UserViewerEdge:userId:aa2831ab52bf-viewerId:lo_d0adb78b7f95"}},"User:620d50f0ec1f":{"__typename":"User","id":"620d50f0ec1f","algoliaObjectId":null,"name":"Caitlin Wittlif","bio":"I’m the Communications Manager at AI2. I am, at my core, a storyteller who recognizes that there is something to be learned from everyone you meet.","imageId":"1*imvHPJNOtk_PFgH3VR0Xng.jpeg","membership":null,"username":"existentialpisces","customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"existentialpisces.medium.com"}},"hasSubdomain":true,"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false}},"User:5f26671bc136":{"__typename":"User","id":"5f26671bc136","algoliaObjectId":null,"name":"Ashleyl","bio":"","imageId":"0*0GYN0CSkKEoYSDh_","membership":null,"username":"ashleyl_46911","customDomainState":null,"hasSubdomain":false,"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false}},"User:ef62f27b00ef":{"__typename":"User","id":"ef62f27b00ef","algoliaObjectId":null,"name":"Eric Marsh","bio":"","imageId":"0*hBiSlIvCWBdKhvVE","membership":null,"username":"ericm_61901","customDomainState":null,"hasSubdomain":false,"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false}},"CollectionViewerEdge:collectionId:43dbc3406ef1-viewerId:lo_d0adb78b7f95":{"__typename":"CollectionViewerEdge","id":"collectionId:43dbc3406ef1-viewerId:lo_d0adb78b7f95","isEditor":false,"isMuting":false},"ImageMetadata:1*lRlwH73l4QbX-KhY08wc6g.png":{"__typename":"ImageMetadata","id":"1*lRlwH73l4QbX-KhY08wc6g.png","originalWidth":1000,"originalHeight":1000},"ImageMetadata:1*tEQWEuSFL9yxJxnrmxhebg.png":{"__typename":"ImageMetadata","id":"1*tEQWEuSFL9yxJxnrmxhebg.png","originalWidth":1500},"ImageMetadata:1*8fJRlvxRTEksHC8zUe7mtA.png":{"__typename":"ImageMetadata","id":"1*8fJRlvxRTEksHC8zUe7mtA.png","originalHeight":310,"originalWidth":2703},"Tag:nlp":{"__typename":"Tag","id":"nlp","normalizedTagSlug":"nlp"},"Tag:computer-vision":{"__typename":"Tag","id":"computer-vision","normalizedTagSlug":"computer-vision"},"Tag:semantic-scholar":{"__typename":"Tag","id":"semantic-scholar","normalizedTagSlug":"semantic-scholar"},"Tag:engineering":{"__typename":"Tag","id":"engineering","normalizedTagSlug":"engineering"},"Tag:ai-and-society":{"__typename":"Tag","id":"ai-and-society","normalizedTagSlug":"ai-and-society"},"Tag:featured-ai2er":{"__typename":"Tag","id":"featured-ai2er","normalizedTagSlug":"featured-ai2er"},"ImageMetadata:1*bCJv7LZ3IzsIRQZxmdOwGw.png":{"__typename":"ImageMetadata","id":"1*bCJv7LZ3IzsIRQZxmdOwGw.png","focusPercentX":null,"focusPercentY":null,"alt":"A playful geometric illustration shows a paper with grey bars representing text with colored highlighting and two highlighter markers. Sparkle shapes hang in the corners."},"User:43291b9a5acf":{"__typename":"User","id":"43291b9a5acf","name":"Cassidy Trier","viewerEdge":{"__ref":"UserViewerEdge:userId:43291b9a5acf-viewerId:lo_d0adb78b7f95"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"ctrier10","bio":"","imageId":"0*3prpJJ6NE2k-8ybh","membership":null},"UserViewerEdge:userId:43291b9a5acf-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:43291b9a5acf-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:5563dbe0899e":{"__typename":"Post","id":"5563dbe0899e","title":"Case Study: Iterative Design for Skimming Support","previewImage":{"__ref":"ImageMetadata:1*bCJv7LZ3IzsIRQZxmdOwGw.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"A closer look at Semantic Reader’s latest AI feature and the collaborative design process behind it.","isFullContent":false},"creator":{"__ref":"User:43291b9a5acf"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fcase-study-iterative-design-for-skimming-support-5563dbe0899e","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":1},"visibility":"PUBLIC","clapCount":34,"isLocked":false,"firstPublishedAt":1696603883815,"latestPublishedAt":1696603883815,"pinnedAt":0,"readingTime":6.516352201257861,"sequence":null,"isSeries":false,"uniqueSlug":"case-study-iterative-design-for-skimming-support-5563dbe0899e"},"ImageMetadata:1*mnM47aY4E4IPzNnUQvojeA.png":{"__typename":"ImageMetadata","id":"1*mnM47aY4E4IPzNnUQvojeA.png","focusPercentX":null,"focusPercentY":null,"alt":"This screenshot looks similar to the list view described in the previous image, however the tab navigation has changed. There is now one large set of tabs that says Publication 164, Citing Authors 15,868, Referenced Authors 2,432, Co-Authors 223. Citing Authors is selected and below is a list of Authors citing Juliana A. Luján. There is a button to the right that says About This Data. On the left is Luján’s author details and a list of 4 Recommended Authors."},"Post:d7e007ba6a84":{"__typename":"Post","id":"d7e007ba6a84","title":"Behind the Scenes of Semantic Scholar’s New Author Influence Design","previewImage":{"__ref":"ImageMetadata:1*mnM47aY4E4IPzNnUQvojeA.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"By Cassidy Trier, Senior Product Designer • Evie Cheng, Senior UX Researcher • Ashley Lee, Marketing Specialist","isFullContent":false},"creator":{"__ref":"User:43291b9a5acf"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fbehind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":14,"isLocked":false,"firstPublishedAt":1692284523064,"latestPublishedAt":1695063503999,"pinnedAt":0,"readingTime":2.8584905660377355,"sequence":null,"isSeries":false,"uniqueSlug":"behind-the-scenes-of-semantic-scholars-new-author-influence-design-d7e007ba6a84"},"ImageMetadata:1*oMXO-yrMSrXL1tEJmTIIqA.png":{"__typename":"ImageMetadata","id":"1*oMXO-yrMSrXL1tEJmTIIqA.png","focusPercentX":null,"focusPercentY":null,"alt":"Screen grabs from S2ORC that depict the measurement of jargon used in research papers."},"User:308beef33ae":{"__typename":"User","id":"308beef33ae","name":"Lucy Li","viewerEdge":{"__ref":"UserViewerEdge:userId:308beef33ae-viewerId:lo_d0adb78b7f95"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"lucy-marmalade.medium.com"}},"hasSubdomain":true,"username":"lucy-marmalade","bio":"Berkeley Information Science PhD student. https:\u002F\u002Flucy3.github.io\u002F","imageId":"1*WgKfwfKYy1UflbK8sR761A.jpeg","membership":null},"UserViewerEdge:userId:308beef33ae-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:308beef33ae-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:718dc56d08a5":{"__typename":"Post","id":"718dc56d08a5","title":"Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications","previewImage":{"__ref":"ImageMetadata:1*oMXO-yrMSrXL1tEJmTIIqA.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Scholarly text is often laden with jargon, or specialized language that can facilitate efficient communication within fields but hinder…","isFullContent":false},"creator":{"__ref":"User:308beef33ae"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fwords-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":1},"visibility":"PUBLIC","clapCount":23,"isLocked":false,"firstPublishedAt":1683558064823,"latestPublishedAt":1684515141708,"pinnedAt":0,"readingTime":2.922641509433962,"sequence":null,"isSeries":false,"uniqueSlug":"words-as-gatekeepers-measuring-discipline-specific-terms-and-meanings-in-scholarly-publications-718dc56d08a5"},"ImageMetadata:0*EjT_Oj6epnzpLQXZ":{"__typename":"ImageMetadata","id":"0*EjT_Oj6epnzpLQXZ","focusPercentX":null,"focusPercentY":null,"alt":"Two screenshots. Left: A popup card of citation [33] highlighted and yellow. The content of the card is as follows: The main area has the title, authors, and abstract of the cited paper. The bottom half of the card contained a list of other paper titles and citing sentences from the user’s reading history. Right: A similar screenshot of a paper card for citation [56] in red showing that it is previously saved. The bottom of the card contained “Saved from:” a paper title and a citing sentence."},"User:4062baa35e96":{"__typename":"User","id":"4062baa35e96","name":"Joseph Chee Chang","viewerEdge":{"__ref":"UserViewerEdge:userId:4062baa35e96-viewerId:lo_d0adb78b7f95"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"josephcc","bio":"😉💻🔄 Research Scientist @ AI2\u002FSemantic Scholar | prev @ Carnegie Mellon","imageId":"0*spgreOpVjvwdPr_h.JPG","membership":null},"UserViewerEdge:userId:4062baa35e96-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:4062baa35e96-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:e0f9e9d46569":{"__typename":"Post","id":"e0f9e9d46569","title":"CiteSee","previewImage":{"__ref":"ImageMetadata:0*EjT_Oj6epnzpLQXZ"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Augmenting Citations in Papers with Persistent and Personalized Historical Context","isFullContent":false},"creator":{"__ref":"User:4062baa35e96"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fcitesee-e0f9e9d46569","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":1},"visibility":"PUBLIC","clapCount":49,"isLocked":false,"firstPublishedAt":1682172686952,"latestPublishedAt":1687993210144,"pinnedAt":0,"readingTime":3.892452830188679,"sequence":null,"isSeries":false,"uniqueSlug":"citesee-e0f9e9d46569"},"ImageMetadata:1*ufqjEDGD40J4ehL5aRoUKg.png":{"__typename":"ImageMetadata","id":"1*ufqjEDGD40J4ehL5aRoUKg.png","focusPercentX":null,"focusPercentY":null,"alt":"Two side-by-side screenshots of Semantic Scholar. Left: the new alert emails with TLDRs instead of truncated abstracts (right)"},"User:ff868dec5aa":{"__typename":"User","id":"ff868dec5aa","name":"Dany Haddad","viewerEdge":{"__ref":"UserViewerEdge:userId:ff868dec5aa-viewerId:lo_d0adb78b7f95"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"danyh","bio":"","imageId":"0*8hBzwhGZvgWAwQya","membership":null},"UserViewerEdge:userId:ff868dec5aa-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:ff868dec5aa-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:3ad802caed93":{"__typename":"Post","id":"3ad802caed93","title":"TLDRs Help to Cut Through the Clutter","previewImage":{"__ref":"ImageMetadata:1*ufqjEDGD40J4ehL5aRoUKg.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Measuring the impact of time-saving features in online experiments","isFullContent":false},"creator":{"__ref":"User:ff868dec5aa"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Ftldrs-help-to-cut-through-the-clutter-3ad802caed93","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":16,"isLocked":false,"firstPublishedAt":1679317894910,"latestPublishedAt":1684516933371,"pinnedAt":0,"readingTime":6.393396226415094,"sequence":null,"isSeries":false,"uniqueSlug":"tldrs-help-to-cut-through-the-clutter-3ad802caed93"},"ImageMetadata:1*6LxMITcLFpe4nNzfbQEa_A.jpeg":{"__typename":"ImageMetadata","id":"1*6LxMITcLFpe4nNzfbQEa_A.jpeg","focusPercentX":null,"focusPercentY":null,"alt":"A digital line drawing of the recycling symbol composed of three arrows on a grey background."},"User:e96b257909bb":{"__typename":"User","id":"e96b257909bb","name":"Jon Saad-Falcon","viewerEdge":{"__ref":"UserViewerEdge:userId:e96b257909bb-viewerId:lo_d0adb78b7f95"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":null,"hasSubdomain":false,"username":"jonsaadfalcon","bio":"","imageId":"0*yW4tQb0FqaSEyhDl.jpg","membership":null},"UserViewerEdge:userId:e96b257909bb-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:e96b257909bb-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:3887a7f70022":{"__typename":"Post","id":"3887a7f70022","title":"Embedding Recycling","previewImage":{"__ref":"ImageMetadata:1*6LxMITcLFpe4nNzfbQEa_A.jpeg"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Making Language Model Development More Sustainable","isFullContent":false},"creator":{"__ref":"User:e96b257909bb"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fembedding-recycling-3887a7f70022","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":16,"isLocked":false,"firstPublishedAt":1676477197125,"latestPublishedAt":1684517354555,"pinnedAt":0,"readingTime":2.368238993710692,"sequence":null,"isSeries":false,"uniqueSlug":"embedding-recycling-3887a7f70022"},"ImageMetadata:0*7Zc56_bf2IlXr-LU":{"__typename":"ImageMetadata","id":"0*7Zc56_bf2IlXr-LU","focusPercentX":null,"focusPercentY":null,"alt":"An illustration of a girl talking to someone on a video call."},"UserViewerEdge:userId:aa2831ab52bf-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:aa2831ab52bf-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:bba2a6899df1":{"__typename":"Post","id":"bba2a6899df1","title":"Build For, and With, Scholars: How User Research Drives Impact at Semantic Scholar","previewImage":{"__ref":"ImageMetadata:0*7Zc56_bf2IlXr-LU"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"User research is the foundation of product development at Semantic Scholar, and has helped us gain a deep understanding of our scholars…","isFullContent":false},"creator":{"__ref":"User:aa2831ab52bf"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fbuild-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":2},"visibility":"PUBLIC","clapCount":11,"isLocked":false,"firstPublishedAt":1669931455426,"latestPublishedAt":1684518564341,"pinnedAt":0,"readingTime":4.9547169811320755,"sequence":null,"isSeries":false,"uniqueSlug":"build-for-and-with-scholars-how-user-research-drives-impact-at-semantic-scholar-bba2a6899df1"},"ImageMetadata:1*2MfqO5x_td-P17C_GnooHg.png":{"__typename":"ImageMetadata","id":"1*2MfqO5x_td-P17C_GnooHg.png","focusPercentX":null,"focusPercentY":null,"alt":"The Semantic Scholar logo in a blue box, with an icon for accessibility below that in yellow."},"User:3b06800030a5":{"__typename":"User","id":"3b06800030a5","name":"Matt Latzke","viewerEdge":{"__ref":"UserViewerEdge:userId:3b06800030a5-viewerId:lo_d0adb78b7f95"},"verifications":{"__typename":"VerifiedInfo","isBookAuthor":false},"customDomainState":{"__typename":"CustomDomainState","live":{"__typename":"CustomDomain","domain":"mlatzke.medium.com"}},"hasSubdomain":true,"username":"mlatzke","bio":"Senior Product Designer at AI2","imageId":"1*5-yfAnr1_9XAj474wxZtWQ.jpeg","membership":null},"UserViewerEdge:userId:3b06800030a5-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:3b06800030a5-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:5e22f4c794e3":{"__typename":"Post","id":"5e22f4c794e3","title":"Accessibility and Semanticscholar.org","previewImage":{"__ref":"ImageMetadata:1*2MfqO5x_td-P17C_GnooHg.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Scientific knowledge should be available to everyone, and as a non-profit, the Allen Institute for AI (AI2) is uniquely positioned to make…","isFullContent":false},"creator":{"__ref":"User:3b06800030a5"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Faccessibility-and-semanticscholar-org-5e22f4c794e3","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":2},"visibility":"PUBLIC","clapCount":39,"isLocked":false,"firstPublishedAt":1665608933514,"latestPublishedAt":1684518750988,"pinnedAt":0,"readingTime":6.713207547169811,"sequence":null,"isSeries":false,"uniqueSlug":"accessibility-and-semanticscholar-org-5e22f4c794e3"},"ImageMetadata:1*bwQ82K2e8FOU8KaZfbMKsA.png":{"__typename":"ImageMetadata","id":"1*bwQ82K2e8FOU8KaZfbMKsA.png","focusPercentX":null,"focusPercentY":null,"alt":"Screen shot of Research Feeds functionality in Semantic Scholar."},"UserViewerEdge:userId:b68e445f75e-viewerId:lo_d0adb78b7f95":{"__typename":"UserViewerEdge","id":"userId:b68e445f75e-viewerId:lo_d0adb78b7f95","isMuting":false},"Post:ca01ef2d80d4":{"__typename":"Post","id":"ca01ef2d80d4","title":"Semantic Scholar Releases New Recommendations API","previewImage":{"__ref":"ImageMetadata:1*bwQ82K2e8FOU8KaZfbMKsA.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Semantic Scholar’s newest addition to its growing list of open data services will recommend recently published papers and preprints to…","isFullContent":false},"creator":{"__ref":"User:b68e445f75e"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fsemantic-scholar-releases-new-recommendations-api-ca01ef2d80d4","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":2},"visibility":"PUBLIC","clapCount":17,"isLocked":false,"firstPublishedAt":1656527920323,"latestPublishedAt":1684526826707,"pinnedAt":0,"readingTime":2.8566037735849057,"sequence":null,"isSeries":false,"uniqueSlug":"semantic-scholar-releases-new-recommendations-api-ca01ef2d80d4"},"ImageMetadata:1*VUjrlOKk7KEcWTRunXcPpQ.png":{"__typename":"ImageMetadata","id":"1*VUjrlOKk7KEcWTRunXcPpQ.png","focusPercentX":null,"focusPercentY":null,"alt":null},"Post:18b6b3b3140e":{"__typename":"Post","id":"18b6b3b3140e","title":"New Academic Graph Datasets Released From Semantic Scholar","previewImage":{"__ref":"ImageMetadata:1*VUjrlOKk7KEcWTRunXcPpQ.png"},"extendedPreviewContent":{"__typename":"PreviewContent","subtitle":"Semantic Scholar is pleased to announce the availability of new datasets that give users access to the full range of data exposed in our…","isFullContent":false},"creator":{"__ref":"User:aa2831ab52bf"},"isPublished":true,"mediumUrl":"https:\u002F\u002Fmedium.com\u002Fai2-blog\u002Fnew-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e","collection":{"__ref":"Collection:43dbc3406ef1"},"isLimitedState":false,"allowResponses":true,"postResponses":{"__typename":"PostResponses","count":0},"visibility":"PUBLIC","clapCount":104,"isLocked":false,"firstPublishedAt":1652821549384,"latestPublishedAt":1652821549384,"pinnedAt":0,"readingTime":1.4830188679245282,"sequence":null,"isSeries":false,"uniqueSlug":"new-academic-graph-datasets-released-from-semantic-scholar-18b6b3b3140e"}}</script><script src="https://cdn-client.medium.com/lite/static/js/manifest.aa9242f7.js"></script><script src="https://cdn-client.medium.com/lite/static/js/9865.1496d74a.js"></script><script src="https://cdn-client.medium.com/lite/static/js/main.e556b4ac.js"></script><script src="https://cdn-client.medium.com/lite/static/js/instrumentation.d9108df7.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/reporting.ff22a7a5.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/9120.5df29668.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5049.d1ead72d.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/4810.6318add7.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/2707.b0942613.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/9977.5b3eb23a.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/8599.1ab63137.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5250.9f9e01d2.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5787.e66a3a4d.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/2648.26563adf.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/8393.826a25fb.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/3104.c3413b66.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/3735.afb7e926.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5642.8ad8a900.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/4124.0567a444.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/1676.7c5eb266.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/PublicationTaggedPage.MainContent.5d29624b.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/5492.dbb8e4b0.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/2278.e4e1a3d4.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/4769.e7f80c12.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/3591.8b4ac29e.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/3346.9762dab3.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/8461.c4f7c29d.chunk.js"></script> <script src="https://cdn-client.medium.com/lite/static/js/PublicationTaggedPage.RightColumnContent.bfff920e.chunk.js"></script><script>window.main();</script><script>(function(){function c(){var b=a.contentDocument||a.contentWindow.document;if(b){var d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'8e8fbb7e8c589cd5',t:'MTczMjY4NTQ5Mi4wMDAwMDA='};var a=document.createElement('script');a.nonce='';a.src='/cdn-cgi/challenge-platform/scripts/jsd/main.js';document.getElementsByTagName('head')[0].appendChild(a);";b.getElementsByTagName('head')[0].appendChild(d)}}if(document.body){var a=document.createElement('iframe');a.height=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{var e=document.onreadystatechange||function(){};document.onreadystatechange=function(b){e(b);'loading'!==document.readyState&&(document.onreadystatechange=e,c())}}}})();</script></body></html>