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> <span itemprop="name">Ideas: Language technologies for everyone with Kalika Bali</span> <span class="c-heading__icon c-glyph glyph-chevron-right" aria-hidden="true"></span> </a> </h3> </div> </article> <article class="col my-3 flex-lg-grow-1" data-mount="click-group" itemscope itemtype="https://schema.org/Article" data-bi-cN="Keynote: Building Globally Equitable AI" data-bi-id="keynote-building-globally-equitable-ai" data-bi-slot="4" data-bi-type="highlight" > <figure class="msr-highlights-moray__image"> <img loading="lazy" decoding="async" width="370" height="208" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/05/RF3_Keynote_Jacki-ONeill_1400x788-640x360.jpg" class="w-100" alt="Microsoft Research Forum | Episode 3 | Jacki O'Neill" srcset="https://www.microsoft.com/en-us/research/uploads/prod/2024/05/RF3_Keynote_Jacki-ONeill_1400x788-640x360.jpg 640w, https://www.microsoft.com/en-us/research/uploads/prod/2024/05/RF3_Keynote_Jacki-ONeill_1400x788-300x169.jpg 300w, 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content="https://www.microsoft.com/en-us/research/uploads/prod/2024/05/RF3_Keynote_Jacki-ONeill_1400x788.jpg" /> </figure> <div class="mt-2"> <h3 itemprop="name" class="mb-0 h6"> <a href="https://www.microsoft.com/en-us/research/quarterly-brief/jun-2024-brief/articles/keynote-building-globally-equitable-ai/" itemprop="url" class="icon-link icon-link--card-title text-body" data-bi-cN="Keynote: Building Globally Equitable AI" data-bi-type="title" > <span itemprop="name">Keynote: Building Globally Equitable AI</span> <span class="c-heading__icon c-glyph glyph-chevron-right" aria-hidden="true"></span> </a> </h3> </div> </article> </div> </div> </div> </section> <div class="wp-block-msr-faceted-search"> <div class="container mt-5"> <div id="faceted-search" class="faceted-search"> <div class="faceted-search__sidebar"> <aside> <div class="current-selections"> <h2 class="current-selections__heading body small italic text-gray-700"> Current selections </h2> <ul class="current-selections__list 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type="checkbox" name="facet[tax][msr-post-author]" id="user-32791" value="32791" data-bi-id="32791" data-bi-cN="Manik Varma" data-bi-slot="17" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32791"> <span class="custom-control-glyph"></span> Manik Varma <span>(7)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-37287" value="37287" data-bi-id="37287" data-bi-cN="Sunayana Sitaram" data-bi-slot="18" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-37287"> <span class="custom-control-glyph"></span> Sunayana Sitaram <span>(6)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40861" value="40861" data-bi-id="40861" data-bi-cN="Sameer Segal" data-bi-slot="19" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40861"> <span class="custom-control-glyph"></span> Sameer Segal <span>(6)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40891" value="40891" data-bi-id="40891" data-bi-cN="Jake Smith" data-bi-slot="20" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40891"> <span class="custom-control-glyph"></span> Jake Smith <span>(6)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32033" value="32033" data-bi-id="32033" data-bi-cN="Eric Horvitz" data-bi-slot="21" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32033"> <span class="custom-control-glyph"></span> Eric Horvitz <span>(5)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40753" value="40753" data-bi-id="40753" data-bi-cN="Sara Malvar" data-bi-slot="22" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40753"> <span class="custom-control-glyph"></span> Sara Malvar <span>(5)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31394" value="31394" data-bi-id="31394" data-bi-cN="Chetan Bansal" data-bi-slot="23" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label 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class="custom-control-glyph"></span> Nipun Kwatra <span>(4)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40678" value="40678" data-bi-id="40678" data-bi-cN="Millicent Ochieng" data-bi-slot="26" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40678"> <span class="custom-control-glyph"></span> Millicent Ochieng <span>(4)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41284" value="41284" data-bi-id="41284" data-bi-cN="Kali Frost" data-bi-slot="27" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41284"> <span class="custom-control-glyph"></span> Kali Frost <span>(4)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-30886" value="30886" data-bi-id="30886" data-bi-cN="A.J. Brush" data-bi-slot="28" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-30886"> <span class="custom-control-glyph"></span> A.J. Brush <span>(3)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32569" value="32569" data-bi-id="32569" data-bi-cN="Kori Inkpen" data-bi-slot="29" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32569"> <span class="custom-control-glyph"></span> Kori Inkpen <span>(3)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40888" value="40888" data-bi-id="40888" data-bi-cN="Mohamed Ahmed" data-bi-slot="30" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40888"> <span class="custom-control-glyph"></span> Mohamed Ahmed <span>(3)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40894" value="40894" data-bi-id="40894" data-bi-cN="Najeeb G. Abdulhamid" data-bi-slot="31" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40894"> <span class="custom-control-glyph"></span> Najeeb G. Abdulhamid <span>(3)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41221" value="41221" data-bi-id="41221" data-bi-cN="Srinivasan Iyengar" data-bi-slot="32" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41221"> <span class="custom-control-glyph"></span> Srinivasan Iyengar <span>(3)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31112" value="31112" data-bi-id="31112" data-bi-cN="Abigail Sellen" data-bi-slot="33" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31112"> <span class="custom-control-glyph"></span> Abigail Sellen <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31116" value="31116" data-bi-id="31116" data-bi-cN="Ashley Feniello" data-bi-slot="34" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31116"> <span class="custom-control-glyph"></span> Ashley Feniello <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31130" value="31130" data-bi-id="31130" data-bi-cN="Asta Roseway" data-bi-slot="35" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31130"> <span class="custom-control-glyph"></span> Asta Roseway <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31177" value="31177" data-bi-id="31177" data-bi-cN="B. Ashok" data-bi-slot="36" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31177"> <span class="custom-control-glyph"></span> B. Ashok <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31182" value="31182" data-bi-id="31182" data-bi-cN="Nancy Baym" data-bi-slot="37" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31182"> <span class="custom-control-glyph"></span> Nancy Baym <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31188" value="31188" data-bi-id="31188" data-bi-cN="Ben Cutler" data-bi-slot="38" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31188"> <span class="custom-control-glyph"></span> Ben Cutler <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31450" value="31450" data-bi-id="31450" data-bi-cN="Chong Luo" data-bi-slot="39" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31450"> <span class="custom-control-glyph"></span> Chong Luo <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31471" value="31471" data-bi-id="31471" data-bi-cN="Scott Counts" data-bi-slot="40" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31471"> <span class="custom-control-glyph"></span> Scott Counts <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31739" value="31739" data-bi-id="31739" data-bi-cN="Emre Kiciman" data-bi-slot="41" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31739"> <span class="custom-control-glyph"></span> Emre Kiciman <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31972" value="31972" data-bi-id="31972" data-bi-cN="Haoxiang Lin" data-bi-slot="42" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31972"> <span class="custom-control-glyph"></span> Haoxiang Lin <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32798" value="32798" data-bi-id="32798" data-bi-cN="Mao Yang" data-bi-slot="43" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32798"> <span class="custom-control-glyph"></span> Mao Yang <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33058" value="33058" data-bi-id="33058" data-bi-cN="Nathalie Henry Riche" data-bi-slot="44" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33058"> <span class="custom-control-glyph"></span> Nathalie Henry Riche <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33088" value="33088" data-bi-id="33088" data-bi-cN="Nick Craswell" data-bi-slot="45" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33088"> <span class="custom-control-glyph"></span> Nick Craswell <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33349" value="33349" data-bi-id="33349" data-bi-cN="Rick Rashid" data-bi-slot="46" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33349"> <span class="custom-control-glyph"></span> Rick Rashid <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33361" value="33361" data-bi-id="33361" data-bi-cN="Richard Banks" data-bi-slot="47" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33361"> <span class="custom-control-glyph"></span> Richard Banks <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33493" value="33493" data-bi-id="33493" data-bi-cN="Saikat Guha" data-bi-slot="48" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33493"> <span class="custom-control-glyph"></span> Saikat Guha <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33579" value="33579" data-bi-id="33579" data-bi-cN="Sean Rintel" data-bi-slot="49" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33579"> <span class="custom-control-glyph"></span> Sean Rintel <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33581" value="33581" data-bi-id="33581" data-bi-cN="Spencer Fowers" data-bi-slot="50" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33581"> <span class="custom-control-glyph"></span> Spencer Fowers <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33592" value="33592" data-bi-id="33592" data-bi-cN="Shamsi Iqbal" data-bi-slot="51" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33592"> <span class="custom-control-glyph"></span> Shamsi Iqbal <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33748" value="33748" data-bi-id="33748" data-bi-cN="Sudipta Sinha" data-bi-slot="52" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33748"> <span class="custom-control-glyph"></span> Sudipta Sinha <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33766" value="33766" data-bi-id="33766" data-bi-cN="Siddharth Suri" data-bi-slot="53" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33766"> <span class="custom-control-glyph"></span> Siddharth Suri <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33975" value="33975" data-bi-id="33975" data-bi-cN="Jaime Teevan" data-bi-slot="54" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33975"> <span class="custom-control-glyph"></span> Jaime Teevan <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-35057" value="35057" data-bi-id="35057" data-bi-cN="Yuan-Jyue Chen" data-bi-slot="55" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-35057"> <span class="custom-control-glyph"></span> Yuan-Jyue Chen <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-37664" value="37664" data-bi-id="37664" data-bi-cN="Sonia Jaffe" data-bi-slot="56" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-37664"> <span class="custom-control-glyph"></span> Sonia Jaffe <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-38085" value="38085" data-bi-id="38085" data-bi-cN="Vaishnavi Ranganathan" data-bi-slot="57" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-38085"> <span class="custom-control-glyph"></span> Vaishnavi Ranganathan <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-38481" value="38481" data-bi-id="38481" data-bi-cN="Jiang Bian" data-bi-slot="58" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-38481"> <span class="custom-control-glyph"></span> Jiang Bian <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-38790" value="38790" data-bi-id="38790" data-bi-cN="Longqi Yang" data-bi-slot="59" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-38790"> <span class="custom-control-glyph"></span> Longqi Yang <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-38997" value="38997" data-bi-id="38997" data-bi-cN="Brent Hecht" data-bi-slot="60" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-38997"> <span class="custom-control-glyph"></span> Brent Hecht <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39552" value="39552" data-bi-id="39552" data-bi-cN="Juan M. Lavista Ferres" data-bi-slot="61" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39552"> <span class="custom-control-glyph"></span> Juan M. Lavista Ferres <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39979" value="39979" data-bi-id="39979" data-bi-cN="Jenna Butler" data-bi-slot="62" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39979"> <span class="custom-control-glyph"></span> Jenna Butler <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40456" value="40456" data-bi-id="40456" data-bi-cN="Lin Huang" data-bi-slot="63" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40456"> <span class="custom-control-glyph"></span> Lin Huang <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40594" value="40594" data-bi-id="40594" data-bi-cN="Harsh Vijay" data-bi-slot="64" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40594"> <span class="custom-control-glyph"></span> Harsh Vijay <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40759" value="40759" data-bi-id="40759" data-bi-cN="Leonardo Nunes" data-bi-slot="65" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40759"> <span class="custom-control-glyph"></span> Leonardo Nunes <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40946" value="40946" data-bi-id="40946" data-bi-cN="Jennifer Neville" data-bi-slot="66" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40946"> <span class="custom-control-glyph"></span> Jennifer Neville <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41374" value="41374" data-bi-id="41374" data-bi-cN="Kashish Mittal" data-bi-slot="67" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41374"> <span class="custom-control-glyph"></span> Kashish Mittal <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42309" value="42309" data-bi-id="42309" data-bi-cN="Bruno Silva" data-bi-slot="68" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42309"> <span class="custom-control-glyph"></span> Bruno Silva <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-43092" value="43092" data-bi-id="43092" data-bi-cN="Brian Houck" data-bi-slot="69" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-43092"> <span class="custom-control-glyph"></span> Brian Houck <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-14" value="14" data-bi-id="14" data-bi-cN="Tricia Mayer" data-bi-slot="70" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-14"> <span class="custom-control-glyph"></span> Tricia Mayer <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31167" value="31167" data-bi-id="31167" data-bi-cN="Victor Bahl" data-bi-slot="71" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31167"> <span class="custom-control-glyph"></span> Victor Bahl <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31203" value="31203" data-bi-id="31203" data-bi-cN="Josh Benaloh" data-bi-slot="72" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31203"> <span class="custom-control-glyph"></span> Josh Benaloh <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31442" value="31442" data-bi-id="31442" data-bi-cN="Chris White" data-bi-slot="73" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31442"> <span class="custom-control-glyph"></span> Chris White <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31448" value="31448" data-bi-id="31448" data-bi-cN="CJ Williams" data-bi-slot="74" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31448"> <span class="custom-control-glyph"></span> CJ Williams <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31473" value="31473" data-bi-id="31473" data-bi-cN="Christian Paquin" data-bi-slot="75" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31473"> <span class="custom-control-glyph"></span> Christian Paquin <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31509" value="31509" data-bi-id="31509" data-bi-cN="Darren Edge" data-bi-slot="76" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31509"> <span class="custom-control-glyph"></span> Darren Edge <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31633" value="31633" data-bi-id="31633" data-bi-cN="Dinei Florencio" data-bi-slot="77" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31633"> <span class="custom-control-glyph"></span> Dinei Florencio <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31663" value="31663" data-bi-id="31663" data-bi-cN="Donald Brinkman" data-bi-slot="78" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31663"> <span class="custom-control-glyph"></span> Donald Brinkman <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31665" value="31665" data-bi-id="31665" data-bi-cN="Dongmei Zhang" data-bi-slot="79" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31665"> <span class="custom-control-glyph"></span> Dongmei Zhang <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31710" value="31710" data-bi-id="31710" data-bi-cN="Ece Kamar" data-bi-slot="80" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31710"> <span class="custom-control-glyph"></span> Ece Kamar <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31753" value="31753" data-bi-id="31753" data-bi-cN="Eric Peterson" data-bi-slot="81" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31753"> <span class="custom-control-glyph"></span> Eric Peterson <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31782" value="31782" data-bi-id="31782" data-bi-cN="Fan Yang" data-bi-slot="82" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31782"> <span class="custom-control-glyph"></span> Fan Yang <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31834" value="31834" data-bi-id="31834" data-bi-cN="Ganesh Ananthanarayanan" data-bi-slot="83" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31834"> <span class="custom-control-glyph"></span> Ganesh Ananthanarayanan <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31846" value="31846" data-bi-id="31846" data-bi-cN="Galen Hunt" data-bi-slot="84" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31846"> <span class="custom-control-glyph"></span> Galen Hunt <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31862" value="31862" data-bi-id="31862" data-bi-cN="Gordon Bell" data-bi-slot="85" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31862"> <span class="custom-control-glyph"></span> Gordon Bell <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31885" value="31885" data-bi-id="31885" data-bi-cN="E. Glen Weyl" data-bi-slot="86" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31885"> <span class="custom-control-glyph"></span> E. Glen Weyl <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31905" value="31905" data-bi-id="31905" data-bi-cN="Jim Gray" data-bi-slot="87" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31905"> <span class="custom-control-glyph"></span> Jim Gray <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-31910" value="31910" data-bi-id="31910" data-bi-cN="Greg Smith" data-bi-slot="88" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-31910"> <span class="custom-control-glyph"></span> Greg Smith <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32127" value="32127" data-bi-id="32127" data-bi-cN="Ivan Tashev" data-bi-slot="89" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32127"> <span class="custom-control-glyph"></span> Ivan Tashev <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32204" value="32204" data-bi-id="32204" data-bi-cN="John Langford" data-bi-slot="90" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32204"> <span class="custom-control-glyph"></span> John Langford <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32235" value="32235" data-bi-id="32235" data-bi-cN="Jennifer Wortman Vaughan" data-bi-slot="91" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32235"> <span class="custom-control-glyph"></span> Jennifer Wortman Vaughan <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32246" value="32246" data-bi-id="32246" data-bi-cN="Jianfeng Gao" data-bi-slot="92" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32246"> <span class="custom-control-glyph"></span> Jianfeng Gao <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32253" value="32253" data-bi-id="32253" data-bi-cN="Peli de Halleux" data-bi-slot="93" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32253"> <span class="custom-control-glyph"></span> Peli de Halleux <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32364" value="32364" data-bi-id="32364" data-bi-cN="Johannes Gehrke" data-bi-slot="94" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32364"> <span class="custom-control-glyph"></span> Johannes Gehrke <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32385" value="32385" data-bi-id="32385" data-bi-cN="Jonathan Larson" data-bi-slot="95" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32385"> <span class="custom-control-glyph"></span> Jonathan Larson <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32510" value="32510" data-bi-id="32510" data-bi-cN="Karen Easterbrook" data-bi-slot="96" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32510"> <span class="custom-control-glyph"></span> Karen Easterbrook <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32574" value="32574" data-bi-id="32574" data-bi-cN="Kaushik Rajan" data-bi-slot="97" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32574"> <span class="custom-control-glyph"></span> Kaushik Rajan <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32645" value="32645" data-bi-id="32645" data-bi-cN="Lenin Ravindranath Sivalingam" data-bi-slot="98" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32645"> <span class="custom-control-glyph"></span> Lenin Ravindranath Sivalingam <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32673" value="32673" data-bi-id="32673" data-bi-cN="Lidong Zhou" data-bi-slot="99" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32673"> <span class="custom-control-glyph"></span> Lidong Zhou <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32786" value="32786" data-bi-id="32786" data-bi-cN="Henrique S. Malvar" data-bi-slot="100" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32786"> <span class="custom-control-glyph"></span> Henrique S. Malvar <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32838" value="32838" data-bi-id="32838" data-bi-cN="Matthew J. Parkinson" data-bi-slot="101" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32838"> <span class="custom-control-glyph"></span> Matthew J. Parkinson <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32920" value="32920" data-bi-id="32920" data-bi-cN="Mike Shepperd" data-bi-slot="102" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32920"> <span class="custom-control-glyph"></span> Mike Shepperd <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32969" value="32969" data-bi-id="32969" data-bi-cN="Michael Levit" data-bi-slot="103" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32969"> <span class="custom-control-glyph"></span> Michael Levit <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32970" value="32970" data-bi-id="32970" data-bi-cN="Mary L. Gray" data-bi-slot="104" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32970"> <span class="custom-control-glyph"></span> Mary L. Gray <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-32999" value="32999" data-bi-id="32999" data-bi-cN="Thomas Moscibroda" data-bi-slot="105" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-32999"> <span class="custom-control-glyph"></span> Thomas Moscibroda <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33106" value="33106" data-bi-id="33106" data-bi-cN="Nikunj Raghuvanshi" data-bi-slot="106" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33106"> <span class="custom-control-glyph"></span> Nikunj Raghuvanshi <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33115" value="33115" data-bi-id="33115" data-bi-cN="Nirupama Chandrasekaran" data-bi-slot="107" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33115"> <span class="custom-control-glyph"></span> Nirupama Chandrasekaran <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33179" value="33179" data-bi-id="33179" data-bi-cN="Jitu Padhye" data-bi-slot="108" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33179"> <span class="custom-control-glyph"></span> Jitu Padhye <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33271" value="33271" data-bi-id="33271" data-bi-cN="Patrick Longa" data-bi-slot="109" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33271"> <span class="custom-control-glyph"></span> Patrick Longa <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33296" value="33296" data-bi-id="33296" data-bi-cN="Qiufeng Yin" data-bi-slot="110" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33296"> <span class="custom-control-glyph"></span> Qiufeng Yin <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33356" value="33356" data-bi-id="33356" data-bi-cN="Ray Bittner" data-bi-slot="111" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33356"> <span class="custom-control-glyph"></span> Ray Bittner <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33427" value="33427" data-bi-id="33427" data-bi-cN="Robert Gruen" data-bi-slot="112" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33427"> <span class="custom-control-glyph"></span> Robert Gruen <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33489" value="33489" data-bi-id="33489" data-bi-cN="Sharad Agarwal" data-bi-slot="113" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33489"> <span class="custom-control-glyph"></span> Sharad Agarwal <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33618" value="33618" data-bi-id="33618" data-bi-cN="Shi Han" data-bi-slot="114" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33618"> <span class="custom-control-glyph"></span> Shi Han <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33651" value="33651" data-bi-id="33651" data-bi-cN="Siân Lindley" data-bi-slot="115" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33651"> <span class="custom-control-glyph"></span> Siân Lindley <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33715" value="33715" data-bi-id="33715" data-bi-cN="Scott Saponas" data-bi-slot="116" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33715"> <span class="custom-control-glyph"></span> Scott Saponas <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-33895" value="33895" data-bi-id="33895" data-bi-cN="Thomas Ball" data-bi-slot="117" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-33895"> <span class="custom-control-glyph"></span> Thomas Ball <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-34431" value="34431" data-bi-id="34431" data-bi-cN="Tie-Yan Liu" data-bi-slot="118" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-34431"> <span class="custom-control-glyph"></span> Tie-Yan Liu <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-34779" value="34779" data-bi-id="34779" data-bi-cN="Hanna Wallach" data-bi-slot="119" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-34779"> <span class="custom-control-glyph"></span> Hanna Wallach <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-34906" value="34906" data-bi-id="34906" data-bi-cN="Xing Xie" data-bi-slot="120" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-34906"> <span class="custom-control-glyph"></span> Xing Xie <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-34990" value="34990" data-bi-id="34990" data-bi-cN="Sergey Yekhanin" data-bi-slot="121" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-34990"> <span class="custom-control-glyph"></span> Sergey Yekhanin <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36146" value="36146" data-bi-id="36146" data-bi-cN="Harsha Simhadri" data-bi-slot="122" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36146"> <span class="custom-control-glyph"></span> Harsha Simhadri <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36308" value="36308" data-bi-id="36308" data-bi-cN="Rahul Sharma" data-bi-slot="123" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36308"> <span class="custom-control-glyph"></span> Rahul Sharma <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36338" value="36338" data-bi-id="36338" data-bi-cN="Vageesh D C" data-bi-slot="124" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36338"> <span class="custom-control-glyph"></span> Vageesh D C <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36425" value="36425" data-bi-id="36425" data-bi-cN="Yiyong Lin" data-bi-slot="125" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36425"> <span class="custom-control-glyph"></span> Yiyong Lin <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36539" value="36539" data-bi-id="36539" data-bi-cN="Nathan Evans" data-bi-slot="126" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36539"> <span class="custom-control-glyph"></span> Nathan Evans <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36653" value="36653" data-bi-id="36653" data-bi-cN="Bryan Tower" data-bi-slot="127" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36653"> <span class="custom-control-glyph"></span> Bryan Tower <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-36990" value="36990" data-bi-id="36990" data-bi-cN="Qi Chen" data-bi-slot="128" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-36990"> <span class="custom-control-glyph"></span> Qi Chen <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-37131" value="37131" data-bi-id="37131" data-bi-cN="Mengyu Zhou" data-bi-slot="129" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-37131"> <span class="custom-control-glyph"></span> Mengyu Zhou <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-37431" value="37431" data-bi-id="37431" data-bi-cN="Michal Moskal" data-bi-slot="130" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-37431"> <span class="custom-control-glyph"></span> Michal Moskal <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-37833" value="37833" data-bi-id="37833" data-bi-cN="Andromachi Chatzieleftheriou" data-bi-slot="131" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-37833"> <span class="custom-control-glyph"></span> Andromachi Chatzieleftheriou <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-38413" value="38413" data-bi-id="38413" data-bi-cN="Javier Hernandez" data-bi-slot="132" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-38413"> <span class="custom-control-glyph"></span> Javier Hernandez <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-38931" value="38931" data-bi-id="38931" data-bi-cN="Rangan Majumder" data-bi-slot="133" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-38931"> <span class="custom-control-glyph"></span> Rangan Majumder <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39000" value="39000" data-bi-id="39000" data-bi-cN="Adam D. 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custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39186" value="39186" data-bi-id="39186" data-bi-cN="Yeyun Gong" data-bi-slot="137" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39186"> <span class="custom-control-glyph"></span> Yeyun Gong <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39300" value="39300" data-bi-id="39300" data-bi-cN="Weiqing Liu" data-bi-slot="138" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39300"> <span class="custom-control-glyph"></span> Weiqing Liu <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39327" value="39327" data-bi-id="39327" data-bi-cN="Carolyn Buractaon" data-bi-slot="139" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39327"> <span class="custom-control-glyph"></span> Carolyn Buractaon <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39420" value="39420" data-bi-id="39420" data-bi-cN="Brian Caswell" data-bi-slot="140" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39420"> <span class="custom-control-glyph"></span> Brian Caswell <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39510" value="39510" data-bi-id="39510" data-bi-cN="Mengting Wan" data-bi-slot="141" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39510"> <span class="custom-control-glyph"></span> Mengting Wan <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39606" value="39606" data-bi-id="39606" data-bi-cN="Caleb Robinson" data-bi-slot="142" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39606"> <span class="custom-control-glyph"></span> Caleb Robinson <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39733" value="39733" data-bi-id="39733" data-bi-cN="Aaron L Halfaker" data-bi-slot="143" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39733"> <span class="custom-control-glyph"></span> Aaron L Halfaker <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39763" value="39763" data-bi-id="39763" data-bi-cN="Wenxiang Hu" data-bi-slot="144" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39763"> <span class="custom-control-glyph"></span> Wenxiang Hu <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39805" value="39805" data-bi-id="39805" data-bi-cN="Weishung Liu" data-bi-slot="145" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39805"> <span class="custom-control-glyph"></span> Weishung Liu <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39856" value="39856" data-bi-id="39856" data-bi-cN="Madeleine Daepp" data-bi-slot="146" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39856"> <span class="custom-control-glyph"></span> Madeleine Daepp <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-39964" value="39964" data-bi-id="39964" data-bi-cN="Ashley J. Llorens" data-bi-slot="147" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-39964"> <span class="custom-control-glyph"></span> Ashley J. 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custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40180" value="40180" data-bi-id="40180" data-bi-cN="Neha Parikh Shah" data-bi-slot="150" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40180"> <span class="custom-control-glyph"></span> Neha Parikh Shah <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40210" value="40210" data-bi-id="40210" data-bi-cN="Tusher Chakraborty" data-bi-slot="151" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40210"> <span class="custom-control-glyph"></span> Tusher Chakraborty <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40471" value="40471" data-bi-id="40471" data-bi-cN="Anthony Cintron Roman" data-bi-slot="152" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40471"> <span class="custom-control-glyph"></span> Anthony Cintron Roman <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40543" value="40543" data-bi-id="40543" data-bi-cN="Jason (Zengzhong) Li" data-bi-slot="153" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40543"> <span class="custom-control-glyph"></span> Jason (Zengzhong) Li <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40750" value="40750" data-bi-id="40750" data-bi-cN="Roberto Santos" data-bi-slot="154" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40750"> <span class="custom-control-glyph"></span> Roberto Santos <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-40756" value="40756" data-bi-id="40756" data-bi-cN="Swati Sharma" data-bi-slot="155" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-40756"> <span class="custom-control-glyph"></span> Swati Sharma <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41027" value="41027" data-bi-id="41027" data-bi-cN="Victor Ruehle" data-bi-slot="156" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41027"> <span class="custom-control-glyph"></span> Victor Ruehle <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41039" value="41039" data-bi-id="41039" data-bi-cN="Saravan Rajmohan" data-bi-slot="157" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41039"> <span class="custom-control-glyph"></span> Saravan Rajmohan <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41143" value="41143" data-bi-id="41143" data-bi-cN="Serena Hillman" data-bi-slot="158" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41143"> <span class="custom-control-glyph"></span> Serena Hillman <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41179" value="41179" data-bi-id="41179" data-bi-cN="Supriyo GHOSH" data-bi-slot="159" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41179"> <span class="custom-control-glyph"></span> Supriyo GHOSH <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41197" value="41197" data-bi-id="41197" data-bi-cN="Tommy Guy" data-bi-slot="160" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41197"> <span class="custom-control-glyph"></span> Tommy Guy <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41227" value="41227" data-bi-id="41227" data-bi-cN="Arnaud Flutre" data-bi-slot="161" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41227"> <span class="custom-control-glyph"></span> Arnaud Flutre <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41245" value="41245" data-bi-id="41245" data-bi-cN="A J (HE/HIM)" data-bi-slot="162" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41245"> <span class="custom-control-glyph"></span> A J (HE/HIM) <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41266" value="41266" data-bi-id="41266" data-bi-cN="Michal Sroka" data-bi-slot="163" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41266"> <span class="custom-control-glyph"></span> Michal Sroka <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41344" value="41344" data-bi-id="41344" data-bi-cN="Tom Marsh" data-bi-slot="164" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41344"> <span class="custom-control-glyph"></span> Tom Marsh <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41350" value="41350" data-bi-id="41350" data-bi-cN="Alejandro Gutierrez Munoz" data-bi-slot="165" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41350"> <span class="custom-control-glyph"></span> Alejandro Gutierrez Munoz <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41368" value="41368" data-bi-id="41368" data-bi-cN="Allie Giddings" data-bi-slot="166" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41368"> <span class="custom-control-glyph"></span> Allie Giddings <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41488" value="41488" data-bi-id="41488" data-bi-cN="Yangyu Huang" data-bi-slot="167" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41488"> <span class="custom-control-glyph"></span> Yangyu Huang <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41632" value="41632" data-bi-id="41632" data-bi-cN="James Devine" data-bi-slot="168" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41632"> <span class="custom-control-glyph"></span> James Devine <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41644" value="41644" data-bi-id="41644" data-bi-cN="Srikant Bharadwaj" data-bi-slot="169" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41644"> <span class="custom-control-glyph"></span> Srikant Bharadwaj <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41656" value="41656" data-bi-id="41656" data-bi-cN="Kate Nowak" data-bi-slot="170" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41656"> <span class="custom-control-glyph"></span> Kate Nowak <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41686" value="41686" data-bi-id="41686" data-bi-cN="Shafiul "Jacky" Islam" data-bi-slot="171" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41686"> <span class="custom-control-glyph"></span> Shafiul "Jacky" Islam <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41919" value="41919" data-bi-id="41919" data-bi-cN="Bonnie Kruft" data-bi-slot="172" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41919"> <span class="custom-control-glyph"></span> Bonnie Kruft <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41958" value="41958" data-bi-id="41958" data-bi-cN="Xin Jin" data-bi-slot="173" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41958"> <span class="custom-control-glyph"></span> Xin Jin <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-41997" value="41997" data-bi-id="41997" data-bi-cN="Corby Rosset" data-bi-slot="174" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-41997"> <span class="custom-control-glyph"></span> Corby Rosset <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42108" value="42108" data-bi-id="42108" data-bi-cN="Reshma Ramaprasad" data-bi-slot="175" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42108"> <span class="custom-control-glyph"></span> Reshma Ramaprasad <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42312" value="42312" data-bi-id="42312" data-bi-cN="Riyaz Pishori" data-bi-slot="176" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42312"> <span class="custom-control-glyph"></span> Riyaz Pishori <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42471" value="42471" data-bi-id="42471" data-bi-cN="Reshmi Ghosh" data-bi-slot="177" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42471"> <span class="custom-control-glyph"></span> Reshmi Ghosh <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42513" value="42513" data-bi-id="42513" data-bi-cN="Whitney Hudson" data-bi-slot="178" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42513"> <span class="custom-control-glyph"></span> Whitney Hudson <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42579" value="42579" data-bi-id="42579" data-bi-cN="Sarah Smith" data-bi-slot="179" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42579"> <span class="custom-control-glyph"></span> Sarah Smith <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42639" value="42639" data-bi-id="42639" data-bi-cN="Arko Mukherjee" data-bi-slot="180" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42639"> <span class="custom-control-glyph"></span> Arko Mukherjee <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42654" value="42654" data-bi-id="42654" data-bi-cN="Gilles Quentin Hacheme" data-bi-slot="181" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42654"> <span class="custom-control-glyph"></span> Gilles Quentin Hacheme <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-42657" value="42657" data-bi-id="42657" data-bi-cN="Girmaw Abebe Tadesse" data-bi-slot="182" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-42657"> <span class="custom-control-glyph"></span> Girmaw Abebe Tadesse <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-43080" value="43080" data-bi-id="43080" data-bi-cN="Renee St. Amant" data-bi-slot="183" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-43080"> <span class="custom-control-glyph"></span> Renee St. Amant <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-43338" value="43338" data-bi-id="43338" data-bi-cN="Arman Salimi" data-bi-slot="184" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-43338"> <span class="custom-control-glyph"></span> Arman Salimi <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][msr-post-author]" id="user-43419" value="43419" data-bi-id="43419" data-bi-cN="Jennifer Marsman" data-bi-slot="185" data-bi-type="People" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="user-43419"> <span class="custom-control-glyph"></span> Jennifer Marsman <span>(1)</span> </label> </div> </div> </fieldset> </div> <div class="form-filters__group border-bottom py-4"> <fieldset class="form-group m-0"> <legend class="h6 pb-2"> Labs </legend> <div class="facet facet--list pl-0"> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-199562" value="199562" data-bi-id="199562" data-bi-cN="India" data-bi-slot="0" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-199562"> <span class="custom-control-glyph"></span> India <span>(115)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-199565" value="199565" data-bi-id="199565" data-bi-cN="Redmond" data-bi-slot="1" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-199565"> <span class="custom-control-glyph"></span> Redmond <span>(42)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-199560" value="199560" data-bi-id="199560" data-bi-cN="Asia" data-bi-slot="2" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-199560"> <span class="custom-control-glyph"></span> Asia <span>(16)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-199561" value="199561" data-bi-id="199561" data-bi-cN="Cambridge" data-bi-slot="3" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-199561"> <span class="custom-control-glyph"></span> Cambridge <span>(14)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-1021599" value="1021599" data-bi-id="1021599" data-bi-cN="Africa, Nairobi" data-bi-slot="4" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-1021599"> <span class="custom-control-glyph"></span> Africa, Nairobi <span>(11)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-199563" value="199563" data-bi-id="199563" data-bi-cN="New England" data-bi-slot="5" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-199563"> <span class="custom-control-glyph"></span> New England <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-389408" value="389408" data-bi-id="389408" data-bi-cN="AI" data-bi-slot="6" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-389408"> <span class="custom-control-glyph"></span> AI <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-851467" value="851467" data-bi-id="851467" data-bi-cN="Microsoft Research AI for Science" data-bi-slot="7" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-851467"> <span class="custom-control-glyph"></span> Microsoft Research AI for Science <span>(2)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-199571" value="199571" data-bi-id="199571" data-bi-cN="New York City" data-bi-slot="8" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-199571"> <span class="custom-control-glyph"></span> New York City <span>(1)</span> </label> </div> <div class="custom-control custom-checkbox custom-control--depth-0"> <input class="custom-control-input" type="checkbox" name="facet[tax][associated_msr_research_lab]" id="post-602418" value="602418" data-bi-id="602418" data-bi-cN="Spatial AI Lab – Zurich" data-bi-slot="9" data-bi-type="Labs" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="post-602418"> <span class="custom-control-glyph"></span> Spatial AI Lab – Zurich <span>(1)</span> </label> </div> </div> </fieldset> </div> <div class="form-filters__group border-bottom py-4"> <fieldset class="form-group m-0"> <legend class="h6 pb-2"> Published Date </legend> <div class="facet facet--list pl-0"> <div class="custom-control custom-radio custom-control--depth-0"> <input class="custom-control-input" type="radio" name="facet[date][fixed]" id="date-range-any" value="any" data-bi-id="any" data-bi-cN="All dates" data-bi-slot="0" data-bi-type="Published Date" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="date-range-any"> <span class="custom-control-glyph"></span> All dates <span>(566)</span> </label> </div> <div class="custom-control custom-radio custom-control--depth-0"> <input class="custom-control-input" type="radio" name="facet[date][fixed]" id="date-range-week" value="week" data-bi-id="week" data-bi-cN="Past week" data-bi-slot="1" data-bi-type="Published Date" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="date-range-week"> <span class="custom-control-glyph"></span> Past week <span>(0)</span> </label> </div> <div class="custom-control custom-radio custom-control--depth-0"> <input class="custom-control-input" type="radio" name="facet[date][fixed]" id="date-range-month" value="month" data-bi-id="month" data-bi-cN="Past month" data-bi-slot="2" data-bi-type="Published Date" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="date-range-month"> <span class="custom-control-glyph"></span> Past month <span>(1)</span> </label> </div> <div class="custom-control custom-radio custom-control--depth-0"> <input class="custom-control-input" type="radio" name="facet[date][fixed]" id="date-range-year" value="year" data-bi-id="year" data-bi-cN="Past year" data-bi-slot="3" data-bi-type="Published Date" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="date-range-year"> <span class="custom-control-glyph"></span> Past year <span>(31)</span> </label> </div> <div class="custom-control custom-radio custom-control--depth-0"> <input class="custom-control-input" type="radio" name="facet[date][fixed]" id="date-range-custom-range" value="custom-range" data-bi-id="custom-range" data-bi-cN="Custom range" data-bi-slot="4" data-bi-type="Published Date" data-bi-bhvr="4" data-bi-tN="search-facet" > <label class="custom-control-label" for="date-range-custom-range"> <span class="custom-control-glyph"></span> Custom range <span>(566)</span> </label> </div> </div> </fieldset> </div> </div> <div class="form-filters__controls pt-3"> <button type="submit" class="btn btn-primary m-0" data-bi-type="button" data-bi-cN="Filter Results" data-bi-tN="faceted-search/sidebar"> Filter Results </button> </div> </form> </div> </aside> </div> <div class="faceted-search__results faceted-search-results"> <div class="faceted-search-results__header"> <div class="pb-3 d-sm-flex align-items-center"> <p class="faceted-search-results__header-message m-0"> Showing 1 – 10 of 566 results </p> <div class="faceted-search-results__header-sort form-inline ml-auto mb-2 mb-sm-0"> <label for="sort-by" class="d-inline-block mr-g">Sort by:</label> <div class="custom-select d-inline-block w-auto"> <select class="custom-select-input btn btn-faint-secondary border-transparent" id="sort-by" name="sort_by" form="faceted-search-form" data-bi-bhvr="6"> <option value="most-relevant" > Most relevant </option> <option value="most-recent" selected='selected'> Most recent </option> <option value="a-to-z" > Alphabetical: a to z </option> <option value="z-to-a" > Alphabetical: z to a </option> </select> <span class="custom-select-arrow" aria-hidden="true"></span> </div> </div> </div> </div> <div class="faceted-search-results__items"> <div class="border-top py-4"> <article class="card card--download"> <div class="row"> <div class="col"> <div class="card-body"> <span id="1097178-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Dataset Source Code </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1097178-asset-type-label"> <a class="text-decoration-none" data-bi-cN="TerraTrace: Spatio-Temporal Signatures for Land Use Analytics" data-bi-id="1097178" data-bi-type="download" data-bi-tN="search-result-card" href="https://github.com/Angelaangie-ai/terra_trace/tree/main"> <span>TerraTrace: Spatio-Temporal Signatures for Land Use Analytics</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <p>Understanding land use over time is critical to tracking events related to climate change, like deforestation. However, satellite-based remote sensing tools which are used for monitoring struggle to differentiate vegetation types in farms and orchards…</p> <p class="base m-0 content-excerpt__links py-2" data-bi-aN="quick-links"> <a href="https://github.com/Angelaangie-ai/terra_trace/tree/main" class="font-weight-semibold text-decoration-none glyph-append glyph-append-xsmall glyph-append-chevron-right mr-3" data-bi-cN="TerraTrace: Spatio-Temporal Signatures for Land Use Analytics" data-bi-id="1097178" data-bi-type="download" data-bi-tN="search-result-card-download-glyph"> <span class="icon icon-github medium position-relative mr-1 top-2" aria-hidden="true"></span> <span class="">GitHub</span> </a> <a href="https://www.microsoft.com/en-us/research/project/foodvibes/" class="quick-link__project glyph-append glyph-append-xsmall glyph-append-chevron-right font-weight-semibold text-decoration-none mr-3" aria-label="Associated project: Project FoodVibes" title="Project FoodVibes" data-bi-type="project" data-bi-cN="Project FoodVibes" data-bi-id="924828"> <span class="icon medium icon-project position-relative mr-1 top-2"></span> <span class="quick-link__text">Project</span> </a> <a href="https://www.microsoft.com/en-us/research/project/project-farmvibes/" class="quick-link__project glyph-append glyph-append-xsmall glyph-append-chevron-right font-weight-semibold text-decoration-none mr-3" aria-label="Associated project: Project FarmVibes" title="Project FarmVibes" data-bi-type="project" data-bi-cN="Project FarmVibes" data-bi-id="881235"> <span class="icon medium icon-project position-relative mr-1 top-2"></span> <span class="quick-link__text">Project</span> </a> </p> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--job-opportunity"> <div class="row"> <div class="col col-12"> <div class="card-body"> <span id="1093413-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Career Opportunity </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1093413-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Data Scientist: Energy System Modeler - PhD - Redmond" data-bi-id="1093413" data-bi-type="job-opportunity" data-bi-tN="search-result-card" href="https://jobs.careers.microsoft.com/global/en/job/1776485/Data-Scientist%3a-Energy-System-Modeler---PhD---Redmond"> <span>Data Scientist: Energy System Modeler – PhD – Redmond</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> <span>Posted</span>: October 11, 2024 <div class="card__locations"> <span>Location</span>: Redmond, WA, US </div> <div class="card__research-area"> <span>Research Area(s)</span>: Artificial intelligence, Data platforms and analytics, Ecology and environment, Technology for emerging markets </div> </p> </div> <p>The Energy System Modeler on the Microsoft Datacenter Energy Strategy Team will be responsible for conducting and managing electricity grid studies and analyses to ensure energy infrastructure investment, development, and reliability to support the global…</p> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--publication"> <div class="row"> <div class="col col-12"> <div class="card-body"> <span id="1101321-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Publication </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1101321-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers" data-bi-id="1101321" data-bi-type="publication" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/publication/farmer-chat-scaling-ai-powered-agricultural-services-for-smallholder-farmers/"> <span>Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta pb-2"> <p class="base m-0 content-excerpt__people"> Namita Singh, Jacqueline Wang'ombe, Nereah Okanga, Tetyana Zelenska, Jona Repishti, Jayasankar G K, Sanjeev Mishra, Rajsekar Manokaran, Vineet Singh, Mohammed Irfan Rafiq, Rikin Gandhi, <a href="https://www.microsoft.com/en-us/research/people/akshayn/" aria-label="Visit the profile page for Akshay Nambi">Akshay Nambi</a> </p> <p class="base m-0 content-excerpt__published"> October 2024 </p> </div> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--publication"> <div class="row"> <div class="col col-12"> <div class="card-body"> <span id="1095591-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Publication </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1095591-asset-type-label"> <a class="text-decoration-none" data-bi-cN="AI-powered Microgrids Facilitate Energy Resilience and Equity in Regional Communities" data-bi-id="1095591" data-bi-type="publication" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/publication/ai-powered-microgrids-facilitate-energy-resilience-and-equitability-in-regional-communities/"> <span>AI-powered Microgrids Facilitate Energy Resilience and Equity in Regional Communities</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta pb-2"> <p class="base m-0 content-excerpt__people"> <a href="https://www.microsoft.com/en-us/research/people/pekumar/" aria-label="Visit the profile page for Peeyush Kumar">Peeyush Kumar</a> </p> <p class="base m-0 content-excerpt__journal-and-issue"> MSR-TR-2024-44 | October 2024 </p> <p class="base m-0 content-excerpt__published"> Published by Microsoft </p> </div> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--video"> <div class="row"> <div class="col col-12 col-md-8"> <div class="card-body"> <span id="1086882-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Video </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1086882-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Session on IndiaAI: Large Language models - Dr. Kalika Bali, Principal Researcher, Microsoft" data-bi-id="1086882" data-bi-type="video" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/video/session-on-indiaai-large-language-models-dr-kalika-bali-principal-researcher-microsoft/"> <span>Session on IndiaAI: Large Language models – Dr. Kalika Bali, Principal Researcher, Microsoft</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> September 23, 2024 <span> | </span> <span class="card__byline"> <a href="https://www.microsoft.com/en-us/research/people/kalikab/">Kalika Bali</a> </span> </p> </div> <p>Key insights from the Large Language Models session at the Global India AI Summit, featuring Dr. Kalika Bali, Principal Researcher, Microsoft in discussion with CEO BHASHINI, Amitabh Nag.</p> </div> </div> <div class="card__thumbnail col col-12 col-md-4 pt-3 pt-md-0"> <div class="embed-responsive embed-responsive-16by9 bg-black"> <a class="embed-responsive-item" href="https://www.microsoft.com/en-us/research/video/session-on-indiaai-large-language-models-dr-kalika-bali-principal-researcher-microsoft/" aria-label="Watch the video for: "Session on IndiaAI: Large Language models – Dr. Kalika Bali, Principal Researcher, Microsoft""> <img loading="lazy" decoding="async" width="640" height="480" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AHgVKVzTo7U.jpg" class="embed-responsive-item img-object-contain wp-post-image" alt="" srcset="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AHgVKVzTo7U.jpg 640w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AHgVKVzTo7U-300x225.jpg 300w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AHgVKVzTo7U-80x60.jpg 80w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AHgVKVzTo7U-240x180.jpg 240w" sizes="(max-width: 640px) 100vw, 640px" /> <span class="d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black"> <span class="pt-1 glyph-prepend glyph-prepend-video"></span> <span class="pl-1">05:38</span> </span> </a> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--video"> <div class="row"> <div class="col col-12 col-md-8"> <div class="card-body"> <span id="1086861-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Video </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1086861-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India" data-bi-id="1086861" data-bi-type="video" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/video/nasscom-future-forge-2023-kalika-bali-principal-researcher-microsoft-research-india/"> <span>Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> September 23, 2024 <span> | </span> <span class="card__byline"> <a href="https://www.microsoft.com/en-us/research/people/kalikab/">Kalika Bali</a> </span> </p> </div> <p>With Nasscom Future Forge 2023 delving into the depths of Indian DeepTech, Kalika Bali, Principal Researcher, Microsoft Research India, emphasized upon the importance of inclusivity and sustainability for technology leaders. She urged them to consider…</p> </div> </div> <div class="card__thumbnail col col-12 col-md-4 pt-3 pt-md-0"> <div class="embed-responsive embed-responsive-16by9 bg-black"> <a class="embed-responsive-item" href="https://www.microsoft.com/en-us/research/video/nasscom-future-forge-2023-kalika-bali-principal-researcher-microsoft-research-india/" aria-label="Watch the video for: "Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India""> <img loading="lazy" decoding="async" width="1024" height="576" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-1024x576.jpg" class="embed-responsive-item img-object-contain wp-post-image" alt="" srcset="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-1024x576.jpg 1024w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-300x169.jpg 300w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-768x432.jpg 768w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-1066x600.jpg 1066w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-655x368.jpg 655w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-240x135.jpg 240w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-640x360.jpg 640w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs-960x540.jpg 960w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/AnrKDdm7NJs.jpg 1280w" sizes="(max-width: 1024px) 100vw, 1024px" /> <span class="d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black"> <span class="pt-1 glyph-prepend glyph-prepend-video"></span> <span class="pl-1">0:42</span> </span> </a> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--video"> <div class="row"> <div class="col col-12 col-md-8"> <div class="card-body"> <span id="1086822-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Video </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1086822-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Karya is creating ethical AI datasets and lifting rural Indians from poverty" data-bi-id="1086822" data-bi-type="video" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/video/karya-is-creating-ethical-ai-datasets-and-lifting-rural-indians-from-poverty/"> <span>Karya is creating ethical AI datasets and lifting rural Indians from poverty</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> September 23, 2024 <span> | </span> <span class="card__byline"> Kalika Bali </span> </p> </div> <p>Karya, a social impact organization, is employing rural Indians at 20x the minimum wage to build ethical datasets for low-resourced languages in India, verified with Azure OpenAI Service. At the same time, the material they’re…</p> </div> </div> <div class="card__thumbnail col col-12 col-md-4 pt-3 pt-md-0"> <div class="embed-responsive embed-responsive-16by9 bg-black"> <a class="embed-responsive-item" href="https://www.microsoft.com/en-us/research/video/karya-is-creating-ethical-ai-datasets-and-lifting-rural-indians-from-poverty/" aria-label="Watch the video for: "Karya is creating ethical AI datasets and lifting rural Indians from poverty""> <img loading="lazy" decoding="async" width="1024" height="576" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-1024x576.jpg" class="embed-responsive-item img-object-contain wp-post-image" alt="" srcset="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-1024x576.jpg 1024w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-300x169.jpg 300w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-768x432.jpg 768w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-1066x600.jpg 1066w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-655x368.jpg 655w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-240x135.jpg 240w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-640x360.jpg 640w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg-960x540.jpg 960w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/nl3nGi2MaVg.jpg 1280w" sizes="(max-width: 1024px) 100vw, 1024px" /> <span class="d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black"> <span class="pt-1 glyph-prepend glyph-prepend-video"></span> <span class="pl-1">02:07</span> </span> </a> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--video"> <div class="row"> <div class="col col-12 col-md-8"> <div class="card-body"> <span id="1086570-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Video </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1086570-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Kalika Bali, Microsoft Research @UNESCO LT4ALL" data-bi-id="1086570" data-bi-type="video" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/video/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted-2/"> <span>Kalika Bali, Microsoft Research @UNESCO LT4ALL</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> September 23, 2024 <span> | </span> <span class="card__byline"> <a href="https://www.microsoft.com/en-us/research/people/kalikab/">Kalika Bali</a> </span> </p> </div> <p>Kalika Bali, Principal Researcher, Microsoft Research Labs India, speaking on Evaluating Speech Data and Technology for Indian Languages Language Technologies for All: Enabling Linguistic Diversity and Multilingualism Worldwide (Day 2 – Afternoon session) **Applying language…</p> </div> </div> <div class="card__thumbnail col col-12 col-md-4 pt-3 pt-md-0"> <div class="embed-responsive embed-responsive-16by9 bg-black"> <a class="embed-responsive-item" href="https://www.microsoft.com/en-us/research/video/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted-2/" aria-label="Watch the video for: "Kalika Bali, Microsoft Research @UNESCO LT4ALL""> <img loading="lazy" decoding="async" width="1024" height="576" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-1024x576.jpg" class="embed-responsive-item img-object-contain wp-post-image" alt="" srcset="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-1024x576.jpg 1024w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-300x169.jpg 300w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-768x432.jpg 768w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-1066x600.jpg 1066w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-655x368.jpg 655w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-240x135.jpg 240w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-640x360.jpg 640w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0-960x540.jpg 960w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/eKezpAr_-Q0.jpg 1280w" sizes="(max-width: 1024px) 100vw, 1024px" /> <span class="d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black"> <span class="pt-1 glyph-prepend glyph-prepend-video"></span> <span class="pl-1">14:10</span> </span> </a> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--video"> <div class="row"> <div class="col col-12 col-md-8"> <div class="card-body"> <span id="1086537-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Video </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1086537-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Kalika Bali: The giant leaps in language technology -- and who's left behind | TED" data-bi-id="1086537" data-bi-type="video" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/video/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted/"> <span>Kalika Bali: The giant leaps in language technology — and who’s left behind | TED</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> September 23, 2024 <span> | </span> <span class="card__byline"> <a href="https://www.microsoft.com/en-us/research/people/kalikab/">Kalika Bali</a> </span> </p> </div> <p>Thousands of languages thrive across the globe, yet modern speech technology — with all of its benefits — supports just over a hundred. Computational linguist Kalika Bali dreams of a day when technology acts as…</p> </div> </div> <div class="card__thumbnail col col-12 col-md-4 pt-3 pt-md-0"> <div class="embed-responsive embed-responsive-16by9 bg-black"> <a class="embed-responsive-item" href="https://www.microsoft.com/en-us/research/video/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted/" aria-label="Watch the video for: "Kalika Bali: The giant leaps in language technology — and who’s left behind | TED""> <img loading="lazy" decoding="async" width="1024" height="576" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-1024x576.jpg" class="embed-responsive-item img-object-contain wp-post-image" alt="" srcset="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-1024x576.jpg 1024w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-300x169.jpg 300w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-768x432.jpg 768w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-1066x600.jpg 1066w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-655x368.jpg 655w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-240x135.jpg 240w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-640x360.jpg 640w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc-960x540.jpg 960w, https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Mkelhs_OVMc.jpg 1280w" sizes="(max-width: 1024px) 100vw, 1024px" /> <span class="d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black"> <span class="pt-1 glyph-prepend glyph-prepend-video"></span> <span class="pl-1">16:26</span> </span> </a> </div> </div> </div> </article> </div> <div class="border-top py-4"> <article class="card card--video"> <div class="row"> <div class="col col-12 col-md-8"> <div class="card-body"> <span id="1060338-asset-type-label" class="card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small"> Video </span> <h3 class="card__heading h3 m-0 pb-2" aria-describedby="1060338-asset-type-label"> <a class="text-decoration-none" data-bi-cN="Ludic Design for Accessibility" data-bi-id="1060338" data-bi-type="video" data-bi-tN="search-result-card" href="https://www.microsoft.com/en-us/research/video/ludic-design-for-accessibility/"> <span>Ludic Design for Accessibility</span> <span class="glyph-prepend glyph-prepend-small glyph-prepend-chevron-right" aria-hidden="true"></span> </a> </h3> <div class="card__meta"> <p class="m-0 pb-2"> September 18, 2024 <span> | </span> <span class="card__byline"> <a href="https://www.microsoft.com/en-us/research/people/swmanohmicrosoft-com/">Manohar Swaminathan</a>, Tarini Naik, <a href="https://www.linkedin.com/in/divya-prabha/">Divya Prabha J</a> </span> </p> </div> <p>Technology solutions for accessibility have long been created using a narrow utilitarian lens, especially in the Global South due to multi-dimensional challenges and resource constraints—an emphasis on purely functional outcomes supported by sterile cost-benefit analysis…</p> </div> </div> <div class="card__thumbnail col col-12 col-md-4 pt-3 pt-md-0"> <div class="embed-responsive embed-responsive-16by9 bg-black"> <a class="embed-responsive-item" href="https://www.microsoft.com/en-us/research/video/ludic-design-for-accessibility/" aria-label="Watch the video for: "Ludic Design for Accessibility""> <img loading="lazy" decoding="async" width="1024" height="576" src="https://www.microsoft.com/en-us/research/uploads/prod/2024/09/Ludic-Design-Accessibility_video_1280x720-1024x576.jpg" class="embed-responsive-item img-object-contain wp-post-image" alt="Swami Manohar standing in front of a table" 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However, satellite-based remote sensing tools which are used for monitoring struggle to differentiate vegetation types in farms and orchards…<\/p>\n\n\t\t\t\t<p class=\"base m-0 content-excerpt__links py-2\" data-bi-aN=\"quick-links\">\n\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\thref=\"https:\/\/github.com\/Angelaangie-ai\/terra_trace\/tree\/main\"\n\t\t\t\t\t\t\tclass=\"font-weight-semibold text-decoration-none glyph-append glyph-append-xsmall glyph-append-chevron-right mr-3\"\n\t\t\t\t\t\t\tdata-bi-cN=\"TerraTrace: Spatio-Temporal Signatures for Land Use Analytics\"\n\t\t\t\t\t\t\tdata-bi-id=\"1097178\"\n\t\t\t\t\t\t\tdata-bi-type=\"download\"\n\t\t\t\t\t\t\tdata-bi-tN=\"search-result-card-download-glyph\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span class=\"icon icon-github medium position-relative mr-1 top-2\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t\t<span class=\"\">GitHub<\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/foodvibes\/\" class=\"quick-link__project glyph-append glyph-append-xsmall glyph-append-chevron-right font-weight-semibold text-decoration-none mr-3\" aria-label=\"Associated project: Project FoodVibes\" title=\"Project FoodVibes\" data-bi-type=\"project\" data-bi-cN=\"Project FoodVibes\" data-bi-id=\"924828\">\n\t\t\t\t<span class=\"icon medium icon-project position-relative mr-1 top-2\"><\/span>\n\t\t\t\t<span class=\"quick-link__text\">Project<\/span>\n\t\t\t<\/a> <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/\" class=\"quick-link__project glyph-append glyph-append-xsmall glyph-append-chevron-right font-weight-semibold text-decoration-none mr-3\" aria-label=\"Associated project: Project FarmVibes\" title=\"Project FarmVibes\" data-bi-type=\"project\" data-bi-cN=\"Project FarmVibes\" data-bi-id=\"881235\">\n\t\t\t\t<span class=\"icon medium icon-project position-relative mr-1 top-2\"><\/span>\n\t\t\t\t<span class=\"quick-link__text\">Project<\/span>\n\t\t\t<\/a>\t\t\t\t<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n"},{"data":{"ID":1093413,"post_author":43158,"post_date":"2024-10-11 12:00:48","post_date_gmt":"2024-10-11 19:00:48","post_content":"The Energy System Modeler on the Microsoft Datacenter Energy Strategy Team will be responsible for conducting and managing electricity grid studies and analyses to ensure energy infrastructure investment, development, and reliability to support the global growth of Microsoft\u2019s datacenters. You will demonstrate familiarity with a variety of grid models and studies, experience in conducting these studies and managing the development and outputs of such models, as well as identify business challenges and deliver insights needed to overcome them.","post_title":"Data Scientist: Energy System Modeler - PhD - Redmond","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"data-scientist-energy-system-modeler-phd-redmond","to_ping":"","pinged":"","post_modified":"2024-10-14 12:03:56","post_modified_gmt":"2024-10-14 19:03:56","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-job-opportunity","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1776485\/Data-Scientist%3a-Energy-System-Modeler---PhD---Redmond","terms":{"msr-research-area":[{"term_id":13556,"slug":"artificial-intelligence","name":"Artificial intelligence","parent":0,"term_taxonomy_id":13556,"term_order":0,"facet":"{\"term_id\":13556,\"slug\":\"artificial-intelligence\",\"name\":\"Artificial intelligence\",\"parent\":0,\"term_taxonomy_id\":13556,\"term_order\":0}"},{"term_id":13563,"slug":"data-platform-analytics","name":"Data platforms and analytics","parent":0,"term_taxonomy_id":13563,"term_order":0,"facet":"{\"term_id\":13563,\"slug\":\"data-platform-analytics\",\"name\":\"Data platforms and analytics\",\"parent\":0,\"term_taxonomy_id\":13563,\"term_order\":0}"},{"term_id":198583,"slug":"ecology-environment","name":"Ecology and environment","parent":0,"term_taxonomy_id":198583,"term_order":0,"facet":"{\"term_id\":198583,\"slug\":\"ecology-environment\",\"name\":\"Ecology and environment\",\"parent\":0,\"term_taxonomy_id\":198583,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-region":[{"term_id":197900,"slug":"north-america","name":"North America","parent":0,"term_taxonomy_id":197900,"term_order":0,"facet":"{\"term_id\":197900,\"slug\":\"north-america\",\"name\":\"North America\",\"parent\":0,\"term_taxonomy_id\":197900,\"term_order\":0}"}],"msr-job-opportunity-type":[{"term_id":266469,"slug":"applied-scientist","name":"Applied scientist","parent":0,"term_taxonomy_id":266514,"term_order":0,"facet":"{\"term_id\":266469,\"slug\":\"applied-scientist\",\"name\":\"Applied scientist\",\"parent\":0,\"term_taxonomy_id\":266514,\"term_order\":0}"}],"msr-city":[{"term_id":243658,"slug":"redmond-wash-us","name":"Redmond, WA, US","parent":0,"term_taxonomy_id":243670,"term_order":0,"facet":"{\"term_id\":243658,\"slug\":\"redmond-wash-us\",\"name\":\"Redmond, WA, US\",\"parent\":0,\"term_taxonomy_id\":243670,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}]},"meta":{"msr_opportunity_pubdate":[{"value":"2024-10-11","raw":"2024-10-11","boolean":false,"date":"2024-10-11","datetime":"2024-10-11 00:00:00","time":"00:00:00"}],"msr_opportunity_hta":[{"value":"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1776485\/Data-Scientist%3a-Energy-System-Modeler---PhD---Redmond","raw":"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1776485\/Data-Scientist%3a-Energy-System-Modeler---PhD---Redmond","boolean":false,"date":"1970-01-01","datetime":"1970-01-01 00:00:01","time":"00:00:01"}]},"elasticsearch":true},"markup":"<article class=\"card card--job-opportunity\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1093413-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tCareer Opportunity\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1093413-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Data Scientist: Energy System Modeler - PhD - Redmond\"\n\t\t\t\t\t\tdata-bi-id=\"1093413\"\n\t\t\t\t\t\tdata-bi-type=\"job-opportunity\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1776485\/Data-Scientist%3a-Energy-System-Modeler---PhD---Redmond\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Data Scientist: Energy System Modeler – PhD – Redmond<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-10-11\">\n\t\t\t\t\t\t\t\t<span>Posted<\/span>:\n\t\t\t\t\t\t\t\tOctober 11, 2024\t\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card__locations\">\n\t\t\t\t\t\t\t\t<span>Location<\/span>:\n\t\t\t\t\t\t\t\tRedmond, WA, US\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card__research-area\">\n\t\t\t\t\t\t\t\t<span>Research Area(s)<\/span>:\n\t\t\t\t\t\t\t\tArtificial intelligence, Data platforms and analytics, Ecology and environment, Technology for emerging markets\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>The Energy System Modeler on the Microsoft Datacenter Energy Strategy Team will be responsible for conducting and managing electricity grid studies and analyses to ensure energy infrastructure investment, development, and reliability to support the global…<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n"},{"data":{"ID":1101321,"post_author":38169,"post_date":"2024-10-08 00:00:00","post_date_gmt":"2024-10-08 08:00:00","post_content":"Small and medium-sized agricultural holders face challenges like limited access to localized, timely information, impacting productivity and sustainability. Traditional extension services, which rely on in-person agents, struggle with scalability and timely delivery, especially in remote areas. We introduce FarmerChat, a generative AI-powered chatbot designed to address these issues. Leveraging Generative AI, FarmerChat offers personalized, reliable, and contextually relevant advice, overcoming limitations of previous chatbots in deterministic dialogue flows, language support, and unstructured data processing. Deployed in four countries, FarmerChat has engaged over 15,000 farmers and answered over 300,000 queries. This paper highlights how FarmerChat's innovative use of GenAI enhances agricultural service scalability and effectiveness. Our evaluation, combining quantitative analysis and qualitative insights, highlights FarmerChat's effectiveness in improving farming practices, enhancing trust, response quality, and user engagement.","post_title":"Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"farmer-chat-scaling-ai-powered-agricultural-services-for-smallholder-farmers","to_ping":"","pinged":"","post_modified":"2024-11-05 19:56:59","post_modified_gmt":"2024-11-06 03:56:59","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-research-item","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/farmer-chat-scaling-ai-powered-agricultural-services-for-smallholder-farmers\/","terms":{"msr-content-type":[{"term_id":3,"slug":"publication","name":"Publication","parent":0,"term_taxonomy_id":3,"term_order":0,"facet":"{\"term_id\":3,\"slug\":\"publication\",\"name\":\"Publication\",\"parent\":0,\"term_taxonomy_id\":3,\"term_order\":0}"}],"msr-research-area":[{"term_id":13556,"slug":"artificial-intelligence","name":"Artificial intelligence","parent":0,"term_taxonomy_id":13556,"term_order":0,"facet":"{\"term_id\":13556,\"slug\":\"artificial-intelligence\",\"name\":\"Artificial intelligence\",\"parent\":0,\"term_taxonomy_id\":13556,\"term_order\":0}"},{"term_id":13554,"slug":"human-computer-interaction","name":"Human-computer interaction","parent":0,"term_taxonomy_id":13554,"term_order":0,"facet":"{\"term_id\":13554,\"slug\":\"human-computer-interaction\",\"name\":\"Human-computer interaction\",\"parent\":0,\"term_taxonomy_id\":13554,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-publication-type":[{"term_id":193726,"slug":"unpublished","name":"Unpublished","parent":0,"term_taxonomy_id":193726,"term_order":0,"facet":"{\"term_id\":193726,\"slug\":\"unpublished\",\"name\":\"Unpublished\",\"parent\":0,\"term_taxonomy_id\":193726,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}],"msr-post-option":[{"term_id":269148,"slug":"approved-for-river","name":"Approved for River","parent":0,"term_taxonomy_id":269193,"term_order":0,"facet":"{\"term_id\":269148,\"slug\":\"approved-for-river\",\"name\":\"Approved for River\",\"parent\":0,\"term_taxonomy_id\":269193,\"term_order\":0}"},{"term_id":269142,"slug":"include-in-river","name":"Include in River","parent":0,"term_taxonomy_id":269187,"term_order":0,"facet":"{\"term_id\":269142,\"slug\":\"include-in-river\",\"name\":\"Include in River\",\"parent\":0,\"term_taxonomy_id\":269187,\"term_order\":0}"}],"msr-field-of-study":[{"term_id":246694,"slug":"artificial-intelligence","name":"Artificial intelligence","parent":0,"term_taxonomy_id":246721,"term_order":0,"facet":"{\"term_id\":246694,\"slug\":\"artificial-intelligence\",\"name\":\"Artificial intelligence\",\"parent\":0,\"term_taxonomy_id\":246721,\"term_order\":0}"}]},"meta":{"msr_highlight_text":[{"value":"","raw":"","boolean":false}]},"elasticsearch":true},"markup":"<article class=\"card card--publication\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1101321-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPublication\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1101321-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers\"\n\t\t\t\t\t\tdata-bi-id=\"1101321\"\n\t\t\t\t\t\tdata-bi-type=\"publication\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/farmer-chat-scaling-ai-powered-agricultural-services-for-smallholder-farmers\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\tNamita Singh, Jacqueline Wang'ombe, Nereah Okanga, Tetyana Zelenska, Jona Repishti, Jayasankar G K, Sanjeev Mishra, Rajsekar Manokaran, Vineet Singh, Mohammed Irfan Rafiq, Rikin Gandhi, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/akshayn\/\" aria-label=\"Visit the profile page for Akshay Nambi\">Akshay Nambi<\/a>\t\t<\/p>\n\t\n\t\n\t\n\t\t\t\t\t\t<p class=\"base m-0 content-excerpt__published\">\n\t\t\t\tOctober 2024\t\t\t<\/p>\n\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n"},{"data":{"ID":1095591,"post_author":39892,"post_date":"2024-10-01 00:00:00","post_date_gmt":"2024-10-01 08:00:00","post_content":"This article explores the transformative potential of AI-powered microgrids in enhancing energy resilience and equity in regional communities. It addresses the critical attributes of AI systems necessary to support decentralized renewable energy infrastructures. The article highlights the significant energy burdens faced by low-income households and the environmental impact of the energy sector. It discusses the rise of community-centered renewable microgrids as a solution to these challenges, emphasizing their scalability, integration with renewable energy sources, and ability to provide equitable energy distribution. The article also delves into the role of AI in optimizing microgrid operations, improving grid design, and supporting regulatory frameworks. Through various collaborative projects, including partnerships with academic institutions and community organizations, the article showcases practical implementations of AI-enhanced microgrids and their societal benefits. The article concludes by emphasizing the importance of flexible AI architectures, interoperability, and multi-modal integration in advancing microgrid technology. This paper supports the transition to a more resilient and equitable energy future through a multi-dimensional design and participatory planning.","post_title":"AI-powered Microgrids Facilitate Energy Resilience and Equity in Regional Communities","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"ai-powered-microgrids-facilitate-energy-resilience-and-equitability-in-regional-communities","to_ping":"","pinged":"","post_modified":"2024-10-21 11:43:06","post_modified_gmt":"2024-10-21 18:43:06","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-research-item","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/ai-powered-microgrids-facilitate-energy-resilience-and-equitability-in-regional-communities\/","terms":{"msr-content-type":[{"term_id":3,"slug":"publication","name":"Publication","parent":0,"term_taxonomy_id":3,"term_order":0,"facet":"{\"term_id\":3,\"slug\":\"publication\",\"name\":\"Publication\",\"parent\":0,\"term_taxonomy_id\":3,\"term_order\":0}"}],"msr-research-area":[{"term_id":13556,"slug":"artificial-intelligence","name":"Artificial intelligence","parent":0,"term_taxonomy_id":13556,"term_order":0,"facet":"{\"term_id\":13556,\"slug\":\"artificial-intelligence\",\"name\":\"Artificial intelligence\",\"parent\":0,\"term_taxonomy_id\":13556,\"term_order\":0}"},{"term_id":198583,"slug":"ecology-environment","name":"Ecology and 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profile page for Peeyush Kumar\">Peeyush Kumar<\/a>\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tMSR-TR-2024-44 | October 2024\t\t\t\t\t<\/p>\n\t\n\t\n\t\t\t\t\t\t<p class=\"base m-0 content-excerpt__published\">\n\t\t\t\tPublished by Microsoft\t\t\t<\/p>\n\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n"},{"data":{"ID":1086882,"post_author":32477,"post_date":"2024-09-23 02:34:09","post_date_gmt":"2024-09-23 09:34:09","post_content":"Key insights from the Large Language Models session at the Global India AI Summit, featuring Dr. Kalika Bali, Principal Researcher, Microsoft in discussion with CEO BHASHINI, Amitabh Nag.","post_title":"Session on IndiaAI: Large Language models - Dr. Kalika Bali, Principal Researcher, Microsoft","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"session-on-indiaai-large-language-models-dr-kalika-bali-principal-researcher-microsoft","to_ping":"","pinged":"","post_modified":"2024-09-23 07:08:10","post_modified_gmt":"2024-09-23 14:08:10","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-video","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/video\/session-on-indiaai-large-language-models-dr-kalika-bali-principal-researcher-microsoft\/","terms":{"msr-research-area":[{"term_id":13545,"slug":"human-language-technologies","name":"Human language technologies","parent":0,"term_taxonomy_id":13545,"term_order":0,"facet":"{\"term_id\":13545,\"slug\":\"human-language-technologies\",\"name\":\"Human language 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small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1086882-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Session on IndiaAI: Large Language models - Dr. Kalika Bali, Principal Researcher, Microsoft\"\n\t\t\t\t\t\tdata-bi-id=\"1086882\"\n\t\t\t\t\t\tdata-bi-type=\"video\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/session-on-indiaai-large-language-models-dr-kalika-bali-principal-researcher-microsoft\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Session on IndiaAI: Large Language models – Dr. Kalika Bali, Principal Researcher, Microsoft<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-09-23\">September 23, 2024<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span> | <\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kalikab\/\">Kalika Bali<\/a>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>Key insights from the Large Language Models session at the Global India AI Summit, featuring Dr. Kalika Bali, Principal Researcher, Microsoft in discussion with CEO BHASHINI, Amitabh Nag.<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 pt-3 pt-md-0\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/session-on-indiaai-large-language-models-dr-kalika-bali-principal-researcher-microsoft\/\" aria-label=\"Watch the video for: "Session on IndiaAI: Large Language models – Dr. Kalika Bali, Principal Researcher, Microsoft"\">\n\t\t\t\t\t\t<img width=\"640\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AHgVKVzTo7U.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AHgVKVzTo7U.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AHgVKVzTo7U-300x225.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AHgVKVzTo7U-80x60.jpg 80w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AHgVKVzTo7U-240x180.jpg 240w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">05:38<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n"},{"data":{"ID":1086861,"post_author":32477,"post_date":"2024-09-23 02:31:01","post_date_gmt":"2024-09-23 09:31:01","post_content":"With Nasscom Future Forge 2023 delving into the depths of Indian DeepTech, Kalika Bali, Principal Researcher, Microsoft Research India, emphasized upon the importance of inclusivity and sustainability for technology leaders. She urged them to consider the diversity in the populations they serve, including culture, language, aspirations, education, and technology exposure. Kalika stressed that neglecting sustainability in the deployment of AI technologies could result in significant costs down the line.","post_title":"Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"nasscom-future-forge-2023-kalika-bali-principal-researcher-microsoft-research-india","to_ping":"","pinged":"","post_modified":"2024-09-23 07:11:54","post_modified_gmt":"2024-09-23 14:11:54","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-video","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/video\/nasscom-future-forge-2023-kalika-bali-principal-researcher-microsoft-research-india\/","terms":{"msr-research-area":[{"term_id":13556,"slug":"artificial-intelligence","name":"Artificial intelligence","parent":0,"term_taxonomy_id":13556,"term_order":0,"facet":"{\"term_id\":13556,\"slug\":\"artificial-intelligence\",\"name\":\"Artificial intelligence\",\"parent\":0,\"term_taxonomy_id\":13556,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}]},"meta":[],"elasticsearch":true},"markup":"\n<article class=\"card card--video\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1086861-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1086861-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India\"\n\t\t\t\t\t\tdata-bi-id=\"1086861\"\n\t\t\t\t\t\tdata-bi-type=\"video\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/nasscom-future-forge-2023-kalika-bali-principal-researcher-microsoft-research-india\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-09-23\">September 23, 2024<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span> | <\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kalikab\/\">Kalika Bali<\/a>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>With Nasscom Future Forge 2023 delving into the depths of Indian DeepTech, Kalika Bali, Principal Researcher, Microsoft Research India, emphasized upon the importance of inclusivity and sustainability for technology leaders. She urged them to consider…<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 pt-3 pt-md-0\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/nasscom-future-forge-2023-kalika-bali-principal-researcher-microsoft-research-india\/\" aria-label=\"Watch the video for: "Nasscom Future Forge 2023 | Kalika Bali | Principal Researcher, Microsoft Research India"\">\n\t\t\t\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-1024x576.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/AnrKDdm7NJs.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">0:42<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n"},{"data":{"ID":1086822,"post_author":32477,"post_date":"2024-09-23 02:24:53","post_date_gmt":"2024-09-23 09:24:53","post_content":"Karya, a social impact organization, is employing rural Indians at 20x the minimum wage to build ethical datasets for low-resourced languages in India, verified with Azure OpenAI Service. At the same time, the material they're reading into their smartphones is empowering them with the tools they need to thrive in the modern economy. Read more: <a href=\"https:\/\/aka.ms\/AAo6xmy\">https:\/\/aka.ms\/AAo6xmy<\/a>","post_title":"Karya is creating ethical AI datasets and lifting rural Indians from poverty","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"karya-is-creating-ethical-ai-datasets-and-lifting-rural-indians-from-poverty","to_ping":"","pinged":"","post_modified":"2024-09-23 07:40:10","post_modified_gmt":"2024-09-23 14:40:10","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-video","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/video\/karya-is-creating-ethical-ai-datasets-and-lifting-rural-indians-from-poverty\/","terms":{"msr-research-area":[{"term_id":13545,"slug":"human-language-technologies","name":"Human language technologies","parent":0,"term_taxonomy_id":13545,"term_order":0,"facet":"{\"term_id\":13545,\"slug\":\"human-language-technologies\",\"name\":\"Human language technologies\",\"parent\":0,\"term_taxonomy_id\":13545,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}]},"meta":[],"elasticsearch":true},"markup":"\n<article class=\"card card--video\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1086822-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1086822-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Karya is creating ethical AI datasets and lifting rural Indians from poverty\"\n\t\t\t\t\t\tdata-bi-id=\"1086822\"\n\t\t\t\t\t\tdata-bi-type=\"video\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/karya-is-creating-ethical-ai-datasets-and-lifting-rural-indians-from-poverty\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Karya is creating ethical AI datasets and lifting rural Indians from poverty<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-09-23\">September 23, 2024<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span> | <\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\tKalika Bali\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>Karya, a social impact organization, is employing rural Indians at 20x the minimum wage to build ethical datasets for low-resourced languages in India, verified with Azure OpenAI Service. At the same time, the material they’re…<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 pt-3 pt-md-0\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/karya-is-creating-ethical-ai-datasets-and-lifting-rural-indians-from-poverty\/\" aria-label=\"Watch the video for: "Karya is creating ethical AI datasets and lifting rural Indians from poverty"\">\n\t\t\t\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-1024x576.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/nl3nGi2MaVg.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">02:07<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n"},{"data":{"ID":1086570,"post_author":32477,"post_date":"2024-09-23 00:47:23","post_date_gmt":"2024-09-23 07:47:23","post_content":"Kalika Bali, Principal Researcher, Microsoft Research Labs India, speaking on Evaluating Speech Data and Technology for Indian Languages\n\nLanguage Technologies for All: Enabling Linguistic Diversity and Multilingualism Worldwide\n(Day 2 - Afternoon session)\n\n**Applying language technologies for linguistic diversity and multilingualism**\n\nWithin the framework of the 2019 International Year of Indigenous Languages, a three-days International Conference will be organized. The event will contribute towards the promotion of human rights and fundamental freedoms of all language users to access information and knowledge in languages that are best understood. It also aims to encourage all relevant stakeholders to take concrete measures for the promotion of linguistic diversity, truly multilingual internet and language technologies, with special focus on indigenous languages.\n\nMore info: <a href=\"https:\/\/en.unesco.org\/LT4All\">https:\/\/en.unesco.org\/LT4All<\/a>","post_title":"Kalika Bali, Microsoft Research @UNESCO LT4ALL","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted-2","to_ping":"","pinged":"","post_modified":"2024-09-23 07:49:26","post_modified_gmt":"2024-09-23 14:49:26","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-video","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/video\/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted-2\/","terms":{"msr-research-area":[{"term_id":13545,"slug":"human-language-technologies","name":"Human language technologies","parent":0,"term_taxonomy_id":13545,"term_order":0,"facet":"{\"term_id\":13545,\"slug\":\"human-language-technologies\",\"name\":\"Human language technologies\",\"parent\":0,\"term_taxonomy_id\":13545,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}]},"meta":[],"elasticsearch":true},"markup":"\n<article class=\"card card--video\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1086570-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1086570-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Kalika Bali, Microsoft Research @UNESCO LT4ALL\"\n\t\t\t\t\t\tdata-bi-id=\"1086570\"\n\t\t\t\t\t\tdata-bi-type=\"video\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted-2\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Kalika Bali, Microsoft Research @UNESCO LT4ALL<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-09-23\">September 23, 2024<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span> | <\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kalikab\/\">Kalika Bali<\/a>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>Kalika Bali, Principal Researcher, Microsoft Research Labs India, speaking on Evaluating Speech Data and Technology for Indian Languages Language Technologies for All: Enabling Linguistic Diversity and Multilingualism Worldwide (Day 2 – Afternoon session) **Applying language…<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 pt-3 pt-md-0\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted-2\/\" aria-label=\"Watch the video for: "Kalika Bali, Microsoft Research @UNESCO LT4ALL"\">\n\t\t\t\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-1024x576.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/eKezpAr_-Q0.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">14:10<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n"},{"data":{"ID":1086537,"post_author":32477,"post_date":"2024-09-23 00:44:59","post_date_gmt":"2024-09-23 07:44:59","post_content":"\n<p>Thousands of languages thrive across the globe, yet modern speech technology -- with all of its benefits -- supports just over a hundred. Computational linguist Kalika Bali dreams of a day when technology acts as a bridge instead of a barrier, working passionately to build new and inclusive systems for the millions who speak low-resource languages. In this perspective-shifting talk, she outlines what happens when a language is omitted from the digital landscape -- and what can be gained when communities keep pace with the future.<\/p>\n","post_title":"Kalika Bali: The giant leaps in language technology -- and who's left behind | TED","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted","to_ping":"","pinged":"","post_modified":"2024-09-23 07:55:08","post_modified_gmt":"2024-09-23 14:55:08","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-video","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/video\/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted\/","terms":{"msr-research-area":[{"term_id":13545,"slug":"human-language-technologies","name":"Human language technologies","parent":0,"term_taxonomy_id":13545,"term_order":0,"facet":"{\"term_id\":13545,\"slug\":\"human-language-technologies\",\"name\":\"Human language technologies\",\"parent\":0,\"term_taxonomy_id\":13545,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}]},"meta":[],"elasticsearch":true},"markup":"\n<article class=\"card card--video\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1086537-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1086537-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Kalika Bali: The giant leaps in language technology -- and who's left behind | TED\"\n\t\t\t\t\t\tdata-bi-id=\"1086537\"\n\t\t\t\t\t\tdata-bi-type=\"video\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Kalika Bali: The giant leaps in language technology — and who’s left behind | TED<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-09-23\">September 23, 2024<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span> | <\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kalikab\/\">Kalika Bali<\/a>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>Thousands of languages thrive across the globe, yet modern speech technology — with all of its benefits — supports just over a hundred. Computational linguist Kalika Bali dreams of a day when technology acts as…<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 pt-3 pt-md-0\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/kalika-bali-the-giant-leaps-in-language-technology-and-whos-left-behind-ted\/\" aria-label=\"Watch the video for: "Kalika Bali: The giant leaps in language technology — and who’s left behind | TED"\">\n\t\t\t\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-1024x576.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Mkelhs_OVMc.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">16:26<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n"},{"data":{"ID":1060338,"post_author":42735,"post_date":"2024-09-18 09:30:45","post_date_gmt":"2024-09-18 16:30:45","post_content":"\n<p>Technology solutions for accessibility have long been created using a narrow utilitarian lens, especially in the Global South due to multi-dimensional challenges and resource constraints\u2014an emphasis on purely functional outcomes supported by sterile cost-benefit analysis that ignores the fact that people with disability are people first with their own aspirations for leisure and enjoyment in addition to skills and employment. We propose an alternate design methodology called the Ludic Design for Accessibility (LDA) that puts play and playfulness at the center of all assistive technology design and use.<\/p>\n\n\n\n<p>For more details visit <a href=\"https:\/\/aka.ms\/ludicdesign\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aka.ms\/ludicdesign<\/a><\/p>\n","post_title":"Ludic Design for Accessibility","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"ludic-design-for-accessibility","to_ping":"","pinged":"","post_modified":"2024-09-18 09:30:47","post_modified_gmt":"2024-09-18 16:30:47","post_content_filtered":"","post_parent":0,"guid":"","menu_order":0,"post_type":"msr-video","post_mime_type":"","comment_count":0,"filter":"raw","site_id":1,"permalink":"https:\/\/www.microsoft.com\/en-us\/research\/video\/ludic-design-for-accessibility\/","terms":{"msr-research-area":[{"term_id":13552,"slug":"hardware-devices","name":"Hardware and devices","parent":0,"term_taxonomy_id":13552,"term_order":0,"facet":"{\"term_id\":13552,\"slug\":\"hardware-devices\",\"name\":\"Hardware and devices\",\"parent\":0,\"term_taxonomy_id\":13552,\"term_order\":0}"},{"term_id":13568,"slug":"technology-for-emerging-markets","name":"Technology for emerging markets","parent":0,"term_taxonomy_id":13568,"term_order":0,"facet":"{\"term_id\":13568,\"slug\":\"technology-for-emerging-markets\",\"name\":\"Technology for emerging markets\",\"parent\":0,\"term_taxonomy_id\":13568,\"term_order\":0}"}],"msr-locale":[{"term_id":268875,"slug":"en_us","name":"English","parent":0,"term_taxonomy_id":268920,"term_order":0,"facet":"{\"term_id\":268875,\"slug\":\"en_us\",\"name\":\"English\",\"parent\":0,\"term_taxonomy_id\":268920,\"term_order\":0}"}]},"meta":[],"elasticsearch":true},"markup":"\n<article class=\"card card--video\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1060338-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1060338-asset-type-label\">\n\t\t\t\t\t<a\n\t\t\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\t\t\tdata-bi-cN=\"Ludic Design for Accessibility\"\n\t\t\t\t\t\tdata-bi-id=\"1060338\"\n\t\t\t\t\t\tdata-bi-type=\"video\"\n\t\t\t\t\t\tdata-bi-tN=\"search-result-card\"\n\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/ludic-design-for-accessibility\/\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<span>Ludic Design for Accessibility<\/span> <span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2024-09-18\">September 18, 2024<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span> | <\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/swmanohmicrosoft-com\/\">Manohar Swaminathan<\/a>, Tarini Naik, <a href=\"https:\/\/www.linkedin.com\/in\/divya-prabha\/\">Divya Prabha J<\/a>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t<p>Technology solutions for accessibility have long been created using a narrow utilitarian lens, especially in the Global South due to multi-dimensional challenges and resource constraints\u2014an emphasis on purely functional outcomes supported by sterile cost-benefit analysis…<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 pt-3 pt-md-0\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/ludic-design-for-accessibility\/\" aria-label=\"Watch the video for: "Ludic Design for Accessibility"\">\n\t\t\t\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-1024x576.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"Swami Manohar standing in front of a table\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/09\/Ludic-Design-Accessibility_video_1280x720.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">03:15<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n"}],"found_posts":566,"posts_per_page":10,"max_num_pages":57,"page":1,"current_selections":[{"id":"sort-by","name":"sort_by","count":0,"value":"most-recent","parent":{"id":"sort-by","label":"Sort 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