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.shape[data-id="5"][_ngcontent-ng-c2900590187]{top:0rem;left:max(-50%,-9rem);width:70vh;transform:rotate(-140deg);max-width:unset}@media (min-width: 992px){.section-main[_ngcontent-ng-c2900590187] .shape[data-id="1"][_ngcontent-ng-c2900590187], .section-main[_ngcontent-ng-c2900590187] .shape[data-id="2"][_ngcontent-ng-c2900590187], .section-main[_ngcontent-ng-c2900590187] .shape[data-id="3"][_ngcontent-ng-c2900590187], .section-main[_ngcontent-ng-c2900590187] .shape[data-id="4"][_ngcontent-ng-c2900590187]{display:block}.section-main[_ngcontent-ng-c2900590187] .shape[data-id="1"][_ngcontent-ng-c2900590187]{top:-11vh;right:-1vw;width:28vw;transform:rotate(0);opacity:.7}.section-main[_ngcontent-ng-c2900590187] .shape[data-id="2"][_ngcontent-ng-c2900590187]{right:-12vw;bottom:-50vh;width:50vw;transform:rotate(120deg)}.section-main[_ngcontent-ng-c2900590187] .shape[data-id="3"][_ngcontent-ng-c2900590187]{bottom:-9vh;left:-4vw;width:36vw;transform:rotate(0)}.section-main[_ngcontent-ng-c2900590187] .shape[data-id="4"][_ngcontent-ng-c2900590187]{top:-20vh;left:4vw;width:31vw;transform:rotate(-50deg)}.section-main[_ngcontent-ng-c2900590187] .shape[data-id="5"][_ngcontent-ng-c2900590187]{width:25vw;top:0;left:-7vw;transform:rotate(-140deg)}}.section-main[_ngcontent-ng-c2900590187] section[_ngcontent-ng-c2900590187]{display:block;position:relative;z-index:3;flex:0 0 auto;width:100%}.section-main[_ngcontent-ng-c2900590187] section[_ngcontent-ng-c2900590187] .motto[_ngcontent-ng-c2900590187]{color:#fff;margin:0;text-align:center;transition:margin-bottom .3s ease-out}@media (max-width: 992px){.section-main[_ngcontent-ng-c2900590187] section[_ngcontent-ng-c2900590187] .motto[_ngcontent-ng-c2900590187]{font-weight:400;font-size:clamp(1.75rem,-1.3825rem + 7.1vw,2.625rem)}}@media (min-width: 992px){.section-main[_ngcontent-ng-c2900590187] section[_ngcontent-ng-c2900590187] .motto[_ngcontent-ng-c2900590187]{line-height:1;font-weight:100}}.section-main[_ngcontent-ng-c2900590187] section[_ngcontent-ng-c2900590187] .motto[_ngcontent-ng-c2900590187] span[_ngcontent-ng-c2900590187]{display:block}.section-main[_ngcontent-ng-c2900590187] app-background-graph[_ngcontent-ng-c2900590187]{position:absolute;inset:0;z-index:1;transform:translate(30vw) translateY(-10vh);opacity:.3}.section-main[_ngcontent-ng-c2900590187] app-concept-graph[_ngcontent-ng-c2900590187]{position:absolute;inset:0;z-index:2;transform:translate(30vw) translateY(-10vh)}@media (max-width: 992px){.section-main[data-cookies-shown=true][_ngcontent-ng-c2900590187] .motto[_ngcontent-ng-c2900590187]{margin-bottom:50vh!important}}</style><style ng-app-id="ng">.section-customers[_ngcontent-ng-c2633191908]{background-color:#333;color:#fff;padding-top:1.5rem!important;padding-bottom:1.5rem!important;overflow:visible;overflow-x:scroll}@media (min-width: 1200px){.section-customers[_ngcontent-ng-c2633191908]{overflow:visible}}.section-customers[_ngcontent-ng-c2633191908] .h4[_ngcontent-ng-c2633191908]{margin-bottom:0}.section-customers[_ngcontent-ng-c2633191908] .customers-row[_ngcontent-ng-c2633191908]{flex-wrap:nowrap}.section-customers[_ngcontent-ng-c2633191908] .customers-row[_ngcontent-ng-c2633191908] .customer-list[_ngcontent-ng-c2633191908]{flex:1;flex-wrap:nowrap;color:#c3c3c3;font-weight:700}@media (min-width: 1200px){.section-customers[_ngcontent-ng-c2633191908] .customers-row[_ngcontent-ng-c2633191908] .customer-list[_ngcontent-ng-c2633191908]{flex-wrap:wrap}}.section-customers[_ngcontent-ng-c2633191908] .customers-row[_ngcontent-ng-c2633191908] .customer-list[_ngcontent-ng-c2633191908] > li[_ngcontent-ng-c2633191908]{padding-left:2rem;padding-right:2rem}.section-customers[_ngcontent-ng-c2633191908] .customers-row[_ngcontent-ng-c2633191908] .customer-list[_ngcontent-ng-c2633191908] > li[_ngcontent-ng-c2633191908]:not(:last-child){border-right:1px solid #818181}</style><style ng-app-id="ng">.section-spotlight[_ngcontent-ng-c2510172982]{position:relative;color:#fff;overflow:hidden}.section-spotlight[_ngcontent-ng-c2510172982] .shape[_ngcontent-ng-c2510172982]{position:absolute;z-index:1}.section-spotlight[_ngcontent-ng-c2510172982] .shape[data-id="1"][_ngcontent-ng-c2510172982]{top:auto;left:35vw;right:auto;bottom:-40vh;width:auto;height:65%;transform:rotate(-165deg);opacity:.1}.section-spotlight[_ngcontent-ng-c2510172982] .shape[data-id="2"][_ngcontent-ng-c2510172982]{top:auto;left:auto;right:-6vw;bottom:-5vh;width:auto;height:60%;transform:rotate(90deg);opacity:.3}.section-spotlight[_ngcontent-ng-c2510172982] .shape[data-id="3"][_ngcontent-ng-c2510172982]{top:-30vh;left:auto;right:0;bottom:auto;width:40%;height:auto;transform:rotate(70deg);opacity:.15}.section-spotlight[_ngcontent-ng-c2510172982] .shape[data-id="2"][_ngcontent-ng-c2510172982], .section-spotlight[_ngcontent-ng-c2510172982] .shape[data-id="3"][_ngcontent-ng-c2510172982]{display:none}@media (min-width: 992px){.section-spotlight[_ngcontent-ng-c2510172982] .shape[_ngcontent-ng-c2510172982]{display:block!important}.section-spotlight[_ngcontent-ng-c2510172982] .shape[data-id="1"][_ngcontent-ng-c2510172982]{top:auto;left:35vw;right:auto;bottom:-20vh;width:auto;height:65%;transform:rotate(-165deg);opacity:.1}}.section-spotlight[_ngcontent-ng-c2510172982] section[_ngcontent-ng-c2510172982]{position:relative;z-index:2}.section-spotlight[_ngcontent-ng-c2510172982] section[_ngcontent-ng-c2510172982] .title-and-content[_ngcontent-ng-c2510172982] .actions[_ngcontent-ng-c2510172982]{display:flex;flex-wrap:wrap;align-items:center;gap:1rem}.section-spotlight[_ngcontent-ng-c2510172982] section[_ngcontent-ng-c2510172982] .image[_ngcontent-ng-c2510172982] img[_ngcontent-ng-c2510172982]{max-width:250px}@media (min-width: 992px){.section-spotlight[_ngcontent-ng-c2510172982] section[_ngcontent-ng-c2510172982] .image[_ngcontent-ng-c2510172982] img[_ngcontent-ng-c2510172982]{max-width:100%}}</style><style ng-app-id="ng">.section-category-previews[_ngcontent-ng-c4054190160] app-category-preview[_ngcontent-ng-c4054190160]{display:block}.section-category-previews[_ngcontent-ng-c4054190160] app-category-preview[_ngcontent-ng-c4054190160]:not(:last-child){margin-bottom:5rem!important}</style><style ng-app-id="ng">.section-business-industries[_ngcontent-ng-c3006422678]{background-color:#333;color:#fff;padding-top:5rem;padding-bottom:5rem}.section-business-industries[_ngcontent-ng-c3006422678] .business-row[_ngcontent-ng-c3006422678]{gap:2rem 0}@media (min-width: 992px){.section-business-industries[_ngcontent-ng-c3006422678] .business-row[_ngcontent-ng-c3006422678] .title-and-content[_ngcontent-ng-c3006422678]{width:45%}.section-business-industries[_ngcontent-ng-c3006422678] .business-row[_ngcontent-ng-c3006422678] .title-and-content[_ngcontent-ng-c3006422678] .sticky-wrapper[_ngcontent-ng-c3006422678]{top:5rem}.section-business-industries[_ngcontent-ng-c3006422678] .business-row[_ngcontent-ng-c3006422678] .business-industries[_ngcontent-ng-c3006422678]{width:55%}}.section-business-industries[_ngcontent-ng-c3006422678] .business-row[_ngcontent-ng-c3006422678] .title-and-content[_ngcontent-ng-c3006422678] .button-contact[_ngcontent-ng-c3006422678]{margin-top:2rem}</style><style ng-app-id="ng">@media (min-width: 992px){.section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .title-and-content[_ngcontent-ng-c2686365719], .section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .image[_ngcontent-ng-c2686365719]{width:50%}.section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .image-overlap-container[_ngcontent-ng-c2686365719]{position:relative;align-self:flex-start}.section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .image-overlap-container[_ngcontent-ng-c2686365719] img[_ngcontent-ng-c2686365719]{width:380px}.section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .image-overlap-container[_ngcontent-ng-c2686365719] img.top-layer[_ngcontent-ng-c2686365719]{position:absolute;inset:0;margin-left:auto;margin-right:auto;transition:opacity .3s ease-in-out}.section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .image-overlap-container[_ngcontent-ng-c2686365719] img.top-layer[data-active=false][_ngcontent-ng-c2686365719]{opacity:0}.section-why[_ngcontent-ng-c2686365719] .why-row[_ngcontent-ng-c2686365719] .image-overlap-container[_ngcontent-ng-c2686365719] img.top-layer[data-active=true][_ngcontent-ng-c2686365719]{opacity:1}}</style><style ng-app-id="ng">.section-sponsorships[_ngcontent-ng-c2101694667]{background-color:#094fa5;background-image:radial-gradient(circle at center right,#007AFE 0%,transparent 40%),radial-gradient(circle at center left,#009EB5 0%,transparent 25%);color:#fff;padding-top:3rem!important;padding-bottom:3rem!important}@media (min-width: 1200px){.section-sponsorships[_ngcontent-ng-c2101694667]{padding-top:1.5rem!important;padding-bottom:1.5rem!important}}.section-sponsorships[_ngcontent-ng-c2101694667] .container[_ngcontent-ng-c2101694667]{max-width:100%}.section-sponsorships[_ngcontent-ng-c2101694667] .container[_ngcontent-ng-c2101694667] .sponsorship[_ngcontent-ng-c2101694667]{margin:0;text-align:left}@media (min-width: 1200px){.section-sponsorships[_ngcontent-ng-c2101694667] .container[_ngcontent-ng-c2101694667] .sponsorship[_ngcontent-ng-c2101694667]{text-align:center}}.section-sponsorships[_ngcontent-ng-c2101694667] .container[_ngcontent-ng-c2101694667] .sponsorship[_ngcontent-ng-c2101694667] a[_ngcontent-ng-c2101694667]{color:inherit}</style><style ng-app-id="ng">@media (min-width: 992px){.section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .title-and-content[_ngcontent-ng-c3593187594], .section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .latest-pubs[_ngcontent-ng-c3593187594]{width:50%}}.section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .title-and-content[_ngcontent-ng-c3593187594] .button-find-out[_ngcontent-ng-c3593187594]{margin-top:3rem}.section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .latest-pubs[_ngcontent-ng-c3593187594] .title[_ngcontent-ng-c3593187594]{margin-bottom:1.5rem}@media (max-width: 1200px){.section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .latest-pubs[_ngcontent-ng-c3593187594] .title[_ngcontent-ng-c3593187594]{font-size:1rem;text-transform:uppercase;font-weight:400}}.section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .latest-pubs[_ngcontent-ng-c3593187594] .pub-list[_ngcontent-ng-c3593187594] > *[_ngcontent-ng-c3593187594]:not(:last-child){margin-bottom:1.5rem}.section-research-previews[_ngcontent-ng-c3593187594] .research-row[_ngcontent-ng-c3593187594] .latest-pubs[_ngcontent-ng-c3593187594] .controls[_ngcontent-ng-c3593187594]{margin-top:1.5rem}</style><style ng-app-id="ng">.section-latest-news[_ngcontent-ng-c1243298070]{background-color:#fafafa}.section-latest-news[_ngcontent-ng-c1243298070] .title-row[_ngcontent-ng-c1243298070]{gap:1rem;justify-content:space-between;align-items:flex-end}.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070]{gap:3rem}@media (min-width: 992px){.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070]{gap:0}}.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070] > *[_ngcontent-ng-c1243298070]{flex:0 0 auto;width:100%}@media (min-width: 992px){.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070] > *[_ngcontent-ng-c1243298070]{flex:1 1;width:auto}}.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070] >*{display:none}.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070] >:nth-child(1){display:block}@media (min-width: 576px){.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070] >:nth-child(2){display:block}}@media (min-width: 992px){.section-latest-news[_ngcontent-ng-c1243298070] .latest-news[_ngcontent-ng-c1243298070] >*{display:block}}</style><style ng-app-id="ng">.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774]{display:flex;flex-wrap:wrap;justify-content:center}.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774] > .logo[_ngcontent-ng-c1490450774]{flex:0 0 auto;width:100%;padding:1rem;display:flex;align-items:center;justify-content:center}.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774] > .logo[_ngcontent-ng-c1490450774]:not(:last-child){border-bottom:1px solid #E0E0E0}@media (min-width: 768px){.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774] > .logo[_ngcontent-ng-c1490450774]{width:auto;padding-left:3rem;padding-right:3rem}.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774] > .logo[_ngcontent-ng-c1490450774]:not(:last-child){border-bottom:0;border-right:1px solid #E0E0E0}}.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774] > .logo.babelscape[_ngcontent-ng-c1490450774] img[_ngcontent-ng-c1490450774]{width:300px}.section-visual-logos[_ngcontent-ng-c1490450774] .logos[_ngcontent-ng-c1490450774] > .logo.sapienza-startup[_ngcontent-ng-c1490450774] img[_ngcontent-ng-c1490450774]{width:300px}</style><style ng-app-id="ng">.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]{flex-wrap:wrap;gap:1rem}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:not(:last-child) .title-and-content[_ngcontent-ng-c4178466053]:after{display:block;content:"";height:2rem}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053]{flex:1}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{margin-bottom:0}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .content[_ngcontent-ng-c4178466053]{margin-top:1.5rem}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .image[_ngcontent-ng-c4178466053]{margin-left:-1rem}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .feature-list-container[_ngcontent-ng-c4178466053]{display:flex;flex-direction:row;flex-wrap:wrap;column-gap:.4rem;row-gap:.5rem}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] .item[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{position:relative;z-index:2;width:52px;height:52px;line-height:52px;border-radius:100%;background-color:#333;display:flex;align-items:center;justify-content:center;color:#333;font-size:26px}.scrollable-dot-list[_ngcontent-ng-c4178466053]:not([data-collapsable=true]):not([data-inline=true]) .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{margin-top:.625rem}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]{display:flex}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]{position:relative;width:22.5px}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{display:block;content:"";position:absolute;top:0;bottom:0;left:11px;z-index:1;border-left:1px dashed rgba(51,51,51,.5)}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{position:relative;z-index:2;width:22px;height:22px;line-height:22px;border-radius:100%;background-color:#333;display:flex;align-items:center;justify-content:center;color:#333;font-size:11px}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{padding-top:calc((22px - 1.5rem)/2);padding-bottom:calc((22px - 1.5rem)/2)}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053] h3[_ngcontent-ng-c4178466053]{line-height:1.5rem}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]{position:relative;width:52.5px}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{display:block;content:"";position:absolute;top:0;bottom:0;left:26px;z-index:1;border-left:1px dashed rgba(51,51,51,.5)}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{position:relative;z-index:2;width:52px;height:52px;line-height:52px;border-radius:100%;background-color:#333;display:flex;align-items:center;justify-content:center;color:#333;font-size:26px}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{padding-top:calc((52px - 1.5rem)/2);padding-bottom:calc((52px - 1.5rem)/2)}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053] h3[_ngcontent-ng-c4178466053]{line-height:1.5rem}@media (min-width: 992px){.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]{display:flex}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]{position:relative;width:22.5px}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{display:block;content:"";position:absolute;top:0;bottom:0;left:11px;z-index:1;border-left:1px dashed rgba(51,51,51,.5)}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{position:relative;z-index:2;width:22px;height:22px;line-height:22px;border-radius:100%;background-color:#333;display:flex;align-items:center;justify-content:center;color:#333;font-size:11px}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{padding-top:calc((22px - (1em + .5rem))/2);padding-bottom:calc((22px - (1em + .5rem))/2)}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053] h3[_ngcontent-ng-c4178466053]{line-height:calc(1em + .5rem)}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]{position:relative;width:52.5px}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{display:block;content:"";position:absolute;top:0;bottom:0;left:26px;z-index:1;border-left:1px dashed rgba(51,51,51,.5)}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{position:relative;z-index:2;width:52px;height:52px;line-height:52px;border-radius:100%;background-color:#333;display:flex;align-items:center;justify-content:center;color:#333;font-size:26px}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{padding-top:calc((52px - (1em + .5rem))/2);padding-bottom:calc((52px - (1em + .5rem))/2)}.scrollable-dot-list[_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[data-icon][_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053] h3[_ngcontent-ng-c4178466053]{line-height:calc(1em + .5rem)}}.scrollable-dot-list[data-dot-attachment=bottom][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:last-child > .dot-and-line[_ngcontent-ng-c4178466053]:before{bottom:-5rem}.scrollable-dot-list[data-dot-attachment=top][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:first-child > .dot-and-line[_ngcontent-ng-c4178466053]:before{top:-5rem}.scrollable-dot-list[data-dot-attachment=top][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:last-child > .dot-and-line[_ngcontent-ng-c4178466053]:before{display:none}.scrollable-dot-list[data-dot-attachment=default][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:last-child > .dot-and-line[_ngcontent-ng-c4178466053]:before, .scrollable-dot-list[data-dot-attachment=top][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:last-child > .dot-and-line[_ngcontent-ng-c4178466053]:before{display:none}</style><style ng-app-id="ng">.scrollable-dot-list[data-theme=white][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{border-left:1px dashed rgba(255,255,255,.5)}.scrollable-dot-list[data-theme=white][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{background-color:#fff}.scrollable-dot-list[data-theme=gold][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{border-left:1px dashed rgba(255,255,255,.5)}.scrollable-dot-list[data-theme=gold][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{background-color:#000}</style><style ng-app-id="ng">.scrollable-dot-list[data-collapsable=false][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .content[_ngcontent-ng-c4178466053]{margin-top:0}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053], .scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] .title[_ngcontent-ng-c4178466053]{cursor:pointer}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]{background-color:#fff;border:2px solid #333333;position:relative}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]:before{position:absolute;display:block;content:"";inset:2px;background-color:#333;transition:all .3s ease-in-out;border-radius:100%;transform:scale(1)}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .dot-and-line[_ngcontent-ng-c4178466053]:before{border-left-color:#333}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] > .title-and-content[_ngcontent-ng-c4178466053] > .content[_ngcontent-ng-c4178466053]{display:grid;grid-template-rows:1fr;transition:grid-template-rows .3s ease-in-out,margin-top .1s linear,opacity .3s .1s ease-in-out}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] > .title-and-content[_ngcontent-ng-c4178466053] > .content[_ngcontent-ng-c4178466053] > .inner[_ngcontent-ng-c4178466053]{overflow:hidden}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:not(.active) .dot-and-line[_ngcontent-ng-c4178466053] .dot[_ngcontent-ng-c4178466053]:before{transform:scale(0)}.scrollable-dot-list[data-collapsable=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]:not(.active) .title-and-content[_ngcontent-ng-c4178466053] .content[_ngcontent-ng-c4178466053]{grid-template-rows:0fr;margin-top:0;opacity:0;transition:grid-template-rows .3s ease-in-out,margin-top .1s linear,opacity .1s ease-in-out}</style><style ng-app-id="ng">.scrollable-dot-list[data-inline=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] .title-and-content[_ngcontent-ng-c4178466053] > .title[_ngcontent-ng-c4178466053] > h3[_ngcontent-ng-c4178466053]{font-weight:400}@media (max-width: 992px){.scrollable-dot-list[data-inline=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053]{display:flex;padding-left:1rem}.scrollable-dot-list[data-inline=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] > .dot-and-line[_ngcontent-ng-c4178466053] > .dot[_ngcontent-ng-c4178466053]{width:.6rem;height:.6rem;margin-top:.425rem}.scrollable-dot-list[data-inline=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] > .title-and-content[_ngcontent-ng-c4178466053] > .title[_ngcontent-ng-c4178466053]{margin-top:0}.scrollable-dot-list[data-inline=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] > .title-and-content[_ngcontent-ng-c4178466053] > .title[_ngcontent-ng-c4178466053] h3[_ngcontent-ng-c4178466053]{font-weight:400;font-size:18px}.scrollable-dot-list[data-inline=true][_ngcontent-ng-c4178466053] .item-list[_ngcontent-ng-c4178466053] > .item[_ngcontent-ng-c4178466053] > .title-and-content[_ngcontent-ng-c4178466053]:after{height:1rem}}</style><style ng-app-id="ng">[_nghost-ng-c4140676502]{display:block}.publication-preview[_ngcontent-ng-c4140676502] .categories[_ngcontent-ng-c4140676502]{margin-bottom:.5rem}.publication-preview[_ngcontent-ng-c4140676502] .categories[_ngcontent-ng-c4140676502] .category-badge[_ngcontent-ng-c4140676502]{display:inline-block;background-color:#e0e0e0;color:#333;padding:.4rem 1.5rem;border-radius:2rem;line-height:1;text-transform:uppercase;font-size:12px}@media 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img[_ngcontent-ng-c434195172]{opacity:0;animation-name:_ngcontent-ng-c434195172_fadein-to-left;animation-duration:.4s;animation-timing-function:ease-in-out;animation-delay:.2s;animation-fill-mode:forwards}.category-preview[_ngcontent-ng-c434195172] .keywords-row[_ngcontent-ng-c434195172]{margin-top:1rem;gap:.5rem}.category-preview[_ngcontent-ng-c434195172] .keywords-row[_ngcontent-ng-c434195172] .keyword[_ngcontent-ng-c434195172]{background-color:#e0e0e0;text-transform:uppercase;border-radius:1rem;line-height:28px;height:28px}.category-preview[_ngcontent-ng-c434195172] .button-find-out[_ngcontent-ng-c434195172]{margin-top:2rem}</style></head> <body> <app-root _nghost-ng-c2002977347 ng-version="17.1.0" ngh="24" ng-server-context="ssg"><header _ngcontent-ng-c2002977347><div _ngcontent-ng-c2002977347 class="topbar-container"><app-topbar _ngcontent-ng-c2002977347 _nghost-ng-c2869183364 ngh="0"><div _ngcontent-ng-c2869183364 class="topbar" data-on-splash="true" data-product-collapsed="true"><div _ngcontent-ng-c2869183364 class="container"><div _ngcontent-ng-c2869183364 class="flex-row logo-and-nav"><div _ngcontent-ng-c2869183364 class="logo"><a _ngcontent-ng-c2869183364 routerlink="/" href="/"><img _ngcontent-ng-c2869183364 data-device="desktop,splash" src="assets/babelscape-logo-white.svg" alt="Babelscape white logo" class="white"><img _ngcontent-ng-c2869183364 data-device="mobile,tablet,unsplash" src="assets/babelscape-logo-dark.svg" alt="Babelscape dark logo" class="dark"></a></div><div _ngcontent-ng-c2869183364 class="nav"><nav _ngcontent-ng-c2869183364 data-collapse="true"><ul _ngcontent-ng-c2869183364 class="flex-row no-list nav-links"><li _ngcontent-ng-c2869183364 class="nav-link nav-link-products" data-active="false"><div _ngcontent-ng-c2869183364 class="d-block d-xl-none"><div _ngcontent-ng-c2869183364 class="collapse-toggle-container"><a _ngcontent-ng-c2869183364>Solutions</a><app-icon _ngcontent-ng-c2869183364 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d-xl-block"> Empower your content with human-like text generation across languages. </p><div _ngcontent-ng-c194819738 class="nav-category-links-container d-block d-xl-none"><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#conversational-ai"> Conversational AI </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#retrieval-augmented-generation"> Retrieval-Augmented Generation (RAG) </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#content-generation"> Content Generation </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#language-translation"> Language Translation </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#custom-model"> Custom Model Training </a></li></ul></div></div><div _ngcontent-ng-c194819738 class="nav-category-call-to-action-container d-block d-xl-none mt-2"><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/llm"> More about LLM <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div></div></nav><nav _ngcontent-ng-c194819738 class="nav-category pb-2 pt-2 pt-xl-0 pb-xl-0" data-category="text-analytics"><div _ngcontent-ng-c194819738 class="d-flex d-xl-block"><div _ngcontent-ng-c194819738 class="logo-container"><img _ngcontent-ng-c194819738 src="/assets/solution/menu-text-analytics.svg" alt="Text Analytics logo"></div><h6 _ngcontent-ng-c194819738 class="title mt-1 ml-1 ml-xl-0"><a _ngcontent-ng-c194819738 href="/solution/text-analytics"> Text Analytics </a></h6></div><p _ngcontent-ng-c194819738 class="mt-1 d-none d-xl-block"> Unlock actionable insights from unstructured text for strategic decision-making. </p><div _ngcontent-ng-c194819738 class="nav-category-links-container d-block d-xl-none"><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#ner"> Named Entity Recognition </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#keyword-extraction"> Keyword Extraction </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#relation-extraction"> Relation Extraction </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#entity-linking"> Entity Linking </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#sentiment-analysis"> Sentiment Analysis </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#word-sense-disambiguation"> Word Sense Disambiguation </a></li></ul></div></div><div _ngcontent-ng-c194819738 class="nav-category-call-to-action-container d-block d-xl-none mt-2"><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/text-analytics"> More about Text Analytics <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div></div></nav><nav _ngcontent-ng-c194819738 class="nav-category pb-2 pt-2 pt-xl-0 pb-xl-0" data-category="knowledge-graphs"><div _ngcontent-ng-c194819738 class="d-flex d-xl-block"><div _ngcontent-ng-c194819738 class="logo-container"><img _ngcontent-ng-c194819738 src="/assets/solution/menu-kg.svg" alt="Knowledge Graphs logo"></div><h6 _ngcontent-ng-c194819738 class="title mt-1 ml-1 ml-xl-0"><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs"> Knowledge Graphs </a></h6></div><p _ngcontent-ng-c194819738 class="mt-1 d-none d-xl-block"> Search, visualize and explore data connections for deep insights and complex queries. </p><div _ngcontent-ng-c194819738 class="nav-category-links-container d-block d-xl-none"><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs#next-generation-kg"> Next-Generation KG </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs#rich-semantic-integration"> Rich Semantic Information </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs#custom-enterprise-kg"> Custom Enterprise KG Development </a></li></ul></div></div><div _ngcontent-ng-c194819738 class="nav-category-call-to-action-container d-block d-xl-none mt-2"><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs"> More about Knowledge Graphs <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div></div></nav><nav _ngcontent-ng-c194819738 class="nav-category pt-2 pt-xl-0 pb-xl-0" data-category="semantic-search"><div _ngcontent-ng-c194819738 class="d-flex d-xl-block"><div _ngcontent-ng-c194819738 class="logo-container"><img _ngcontent-ng-c194819738 src="/assets/solution/menu-semantic-search.svg" alt="Semantic Search logo"></div><h6 _ngcontent-ng-c194819738 class="title mt-1 ml-1 ml-xl-0"><a _ngcontent-ng-c194819738 href="/solution/semantic-search"> Semantic Search </a></h6></div><p _ngcontent-ng-c194819738 class="mt-1 d-none d-xl-block"> Refine searches with context-aware results that understand user intent multilingually. </p><div _ngcontent-ng-c194819738 class="nav-category-links-container d-block d-xl-none"><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/semantic-search#advanced-query"> Advanced Query Understanding </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/semantic-search#semantic-ranking"> Contextual Results Ranking </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/semantic-search#customizable-search-frameworks"> Customizable Search Framework </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/product/lextag"> Semantic Annotation </a></li></ul></div></div><div _ngcontent-ng-c194819738 class="nav-category-call-to-action-container d-block d-xl-none mt-2"><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/semantic-search"> More about Semantic Search <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div></div></nav></div><div _ngcontent-ng-c194819738 class="nav-category-links-container d-none d-xl-flex"><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#conversational-ai"> Conversational AI </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#retrieval-augmented-generation"> Retrieval-Augmented Generation (RAG) </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#content-generation"> Content Generation </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#language-translation"> Language Translation </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/llm#custom-model"> Custom Model Training </a></li></ul></div><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#ner"> Named Entity Recognition </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#keyword-extraction"> Keyword Extraction </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#relation-extraction"> Relation Extraction </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#entity-linking"> Entity Linking </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#sentiment-analysis"> Sentiment Analysis </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/text-analytics#word-sense-disambiguation"> Word Sense Disambiguation </a></li></ul></div><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs#next-generation-kg"> Next-Generation KG </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs#rich-semantic-integration"> Rich Semantic Information </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs#custom-enterprise-kg"> Custom Enterprise KG Development </a></li></ul></div><div _ngcontent-ng-c194819738 class="category-links mb-1"><ul _ngcontent-ng-c194819738><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/semantic-search#advanced-query"> Advanced Query Understanding </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/semantic-search#semantic-ranking"> Contextual Results Ranking </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/solution/semantic-search#customizable-search-frameworks"> Customizable Search Framework </a></li><li _ngcontent-ng-c194819738><a _ngcontent-ng-c194819738 href="/product/lextag"> Semantic Annotation </a></li></ul></div></div><div _ngcontent-ng-c194819738 class="nav-category-call-to-action-container d-none d-xl-flex"><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/llm"> More about LLM <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/text-analytics"> More about Text Analytics <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/knowledge-graphs"> More about Knowledge Graphs <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div><div _ngcontent-ng-c194819738 class="go-to-solution"><a _ngcontent-ng-c194819738 href="/solution/semantic-search"> More about Semantic Search <app-icon _ngcontent-ng-c194819738 icon="forward" _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-forward"></div></app-icon></a></div></div></div></div></app-nav-solutions><app-nav-products _ngcontent-ng-c2869183364 _nghost-ng-c2839988321 data-device="desktop" ngh="2"><div _ngcontent-ng-c2839988321 class="subnav-container collapse"><div _ngcontent-ng-c2839988321 class="container py-2 pb-xl-4"><div _ngcontent-ng-c2839988321 class="nav-product-container"><div _ngcontent-ng-c2839988321 class="products-row"><div _ngcontent-ng-c2839988321 class="products-column"><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/vera/babelscape-vera-logo-circle-2.svg" alt="Babelscape Vera"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> Babelscape Vera </a></div><div _ngcontent-ng-c2839988321 class="short-description"> LLM-powered, grounded fact-checking </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/wordatlas/wordatlas-logo-circle-2.svg" alt="WordAtlas"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> WordAtlas </a></div><div _ngcontent-ng-c2839988321 class="short-description"> the next-generation multilingual knowledge graph </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/comprehendo/comprehendo-logo-circle-2.svg" alt="Comprehendo"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> Comprehendo </a></div><div _ngcontent-ng-c2839988321 class="short-description"> disambiguate and semantically tag text in hundreds of languages </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/extraggo/extraggo-logo-circle-2.svg" alt="Extraggo"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> Extraggo </a></div><div _ngcontent-ng-c2839988321 class="short-description"> extract knowledge from text and analyze key concepts, entities and domains </div></div></div></div><div _ngcontent-ng-c2839988321 class="products-column"><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/emotionary/emotionary-logo-circle-2.svg" alt="Emotionary"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> Emotionary </a></div><div _ngcontent-ng-c2839988321 class="short-description"> the next-generation language abuse and emotion detection AI </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/nlp-pipeline/nlp-pipeline-logo-circle-2.svg" alt="NLP Pipeline"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> NLP Pipeline </a></div><div _ngcontent-ng-c2839988321 class="short-description"> large-scale, parallel, multilingual and modularized </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/semantic-paths/semantic-paths-logo-circle-2.svg" alt="Semantic Paths"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> Semantic Paths </a></div><div _ngcontent-ng-c2839988321 class="short-description"> A multilingual semantic search engine and information monitor </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/lextag/lextag-logo-circle-2.svg" alt="LexTag"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> LexTag </a></div><div _ngcontent-ng-c2839988321 class="short-description"> Create your semantically-annotated datasets with ease </div></div></div></div><div _ngcontent-ng-c2839988321 class="products-column"><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/my-knowledge-graph/myknowledgegraph-logo-circle-2.svg" alt="myKnowledgeGraph"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> myKnowledgeGraph </a></div><div _ngcontent-ng-c2839988321 class="short-description"> organize your enterprise documents into a structured knowledge base </div></div></div><div _ngcontent-ng-c2839988321 class="product"><div _ngcontent-ng-c2839988321 class="logo"><img _ngcontent-ng-c2839988321 src="assets/product/tradeinterpret/tradeinterpret-logo-circle-2.svg" alt="TraDeInterpret"></div><div _ngcontent-ng-c2839988321 class="info"><div _ngcontent-ng-c2839988321 class="title"><a _ngcontent-ng-c2839988321> TraDeInterpret </a></div><div _ngcontent-ng-c2839988321 class="short-description"> Revolutionize the way you work with trademark denominations </div></div></div></div></div></div></div></div></app-nav-products></app-topbar></div></header><main _ngcontent-ng-c2002977347><div _ngcontent-ng-c2002977347 class="main-container"><router-outlet _ngcontent-ng-c2002977347></router-outlet><app-home _nghost-ng-c3010728490 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_ngcontent-ng-c2900590187 class="h-lg-1 motto"><h1 _ngcontent-ng-c2900590187 class="hidden-title">Babelscape</h1><span _ngcontent-ng-c2900590187>Language generation, semantically grounded</span></div></div></section></div></app-main><app-customers _ngcontent-ng-c3010728490 _nghost-ng-c2633191908 ngh="3"><div _ngcontent-ng-c2633191908 class="section section-customers"><section _ngcontent-ng-c2633191908><div _ngcontent-ng-c2633191908 class="container"><div _ngcontent-ng-c2633191908 class="flex-row customers-row"><div _ngcontent-ng-c2633191908 class="h4 title"> Customers & Partners: </div><ul _ngcontent-ng-c2633191908 class="no-list flex-row customer-list"><li _ngcontent-ng-c2633191908 class="h4 font-w-normal"> Adobe </li><li _ngcontent-ng-c2633191908 class="h4 font-w-normal"> ATEX </li><li _ngcontent-ng-c2633191908 class="h4 font-w-normal"> EUIPO </li><li _ngcontent-ng-c2633191908 class="h4 font-w-normal"> Oxford University Press </li><li _ngcontent-ng-c2633191908 class="h4 font-w-normal"> University of Florida </li></ul></div></div></section></div></app-customers><app-spotlight _ngcontent-ng-c3010728490 _nghost-ng-c2510172982 ngh="4"><div _ngcontent-ng-c2510172982 class="section section-spotlight" style="background-color: #091442; background-image: radial-gradient(circle at 0 100%, #02A48B 10%, transparent 50%), radial-gradient(circle at bottom right, #DFA33A 7%, transparent 50%);"><img _ngcontent-ng-c2510172982 src="/assets/page/home/header-shape.svg" data-id="1" alt="Header shape illustration 1" class="shape"><img _ngcontent-ng-c2510172982 src="/assets/page/home/header-shape.svg" data-id="2" alt="Header shape illustration 2" class="shape"><img _ngcontent-ng-c2510172982 src="/assets/page/home/header-shape.svg" data-id="3" alt="Header shape illustration 2" class="shape"><section _ngcontent-ng-c2510172982><div _ngcontent-ng-c2510172982 class="container"><div _ngcontent-ng-c2510172982 class="spotlight" data-layout="content-and-image"><div _ngcontent-ng-c2510172982 class="title-and-content"><h3 _ngcontent-ng-c2510172982 class="h1"> Meet Vera: your AI Fact-Checker! </h3><div _ngcontent-ng-c2510172982 class="content"> <p> Meet Vera, our intelligent virtual assistant designed for <strong>fact-checking</strong>. Vera automatically gathers, examines, and validates claims, texts and statements using credible sources. By comparing each input against trusted information from the <b>web</b> - or <b>your own knowledge base</b> - Vera ensures <b>accuracy</b> and <b>transparency</b>, providing a clear rationale with in-depth, evidence-based analysis for every claim she reviews. </p> <br> <p> Enhance your decision-making with Vera’s real-time, trustworthy fact-checking! </p> </div><div _ngcontent-ng-c2510172982 class="actions"><a _ngcontent-ng-c2510172982 target="_blank" href="https://demo.babelscape.com/vera" class="button button-white mt-3"> Try it out! </a><a _ngcontent-ng-c2510172982 class="button button-transparent mt-3" href="/product/vera"> Find out more </a></div></div><div _ngcontent-ng-c2510172982 class="image"><img _ngcontent-ng-c2510172982 src="/assets/product/vera/vera-logo-full.svg" alt="Babelscape Vera logo"></div></div></div></section></div></app-spotlight><app-category-previews _ngcontent-ng-c3010728490 _nghost-ng-c4054190160 ngh="8"><div _ngcontent-ng-c4054190160 class="section section-category-previews"><section _ngcontent-ng-c4054190160><div _ngcontent-ng-c4054190160 class="container"><app-category-preview _ngcontent-ng-c4054190160 _nghost-ng-c434195172 ngh="5"><div _ngcontent-ng-c434195172 class="category-preview" data-layout="content-and-image" data-layout-ordering="default"><div _ngcontent-ng-c434195172 class="title-and-content"><h2 _ngcontent-ng-c434195172 class="h-lg-1 cursor-pointer" tabindex="0">Large Language Models</h2><div _ngcontent-ng-c434195172 class="content h5"> <p> Utilize state-of-the-art Large Language Models to generate human-like text, enhance language understanding, and automate content creation, all while ensuring scalability and adaptability across various languages and contexts. </p> <p> Our LLMs integrate seamlessly into your systems, providing solutions that improve efficiency and foster creative problem-solving and guarantee factuality according to specific document and knowledge bases. </p> </div><ul _ngcontent-ng-c434195172 class="d-none d-sm-flex no-list flex-row keywords-row"><li _ngcontent-ng-c434195172 class="keyword"> LLMs </li><li _ngcontent-ng-c434195172 class="keyword"> RAG </li><li _ngcontent-ng-c434195172 class="keyword"> Chatbots </li><li _ngcontent-ng-c434195172 class="keyword"> Factuality </li><li _ngcontent-ng-c434195172 class="keyword"> Fine-Tuning </li><li _ngcontent-ng-c434195172 class="keyword"> Multilinguality </li><li _ngcontent-ng-c434195172 class="keyword"> Summarization </li></ul><a _ngcontent-ng-c434195172 class="button button-primary button-find-out" href="/solution/llm">Find out more</a></div><div _ngcontent-ng-c434195172 class="image"><img _ngcontent-ng-c434195172 src="/assets/solution/llm-preview.svg" alt="Large Language Models preview"></div></div></app-category-preview><app-category-preview _ngcontent-ng-c4054190160 _nghost-ng-c434195172 ngh="5"><div _ngcontent-ng-c434195172 class="category-preview" data-layout="content-and-image" data-layout-ordering="inverse"><div _ngcontent-ng-c434195172 class="title-and-content"><h2 _ngcontent-ng-c434195172 class="h-lg-1 cursor-pointer" tabindex="0">Text Analytics</h2><div _ngcontent-ng-c434195172 class="content h5"> <p> Harness the power of Text Analytics to uncover deep insights and patterns from unstructured text, transforming data into actionable knowledge for improved decision-making and strategic planning. </p> <p> Explore every facet of textual information, from sentiment analysis to trend detection, enabling a deeper connection with your audience and a sharper competitive edge. </p> </div><ul _ngcontent-ng-c434195172 class="d-none d-sm-flex no-list flex-row keywords-row"><li _ngcontent-ng-c434195172 class="keyword"> Semantics </li><li _ngcontent-ng-c434195172 class="keyword"> Word Sense Disambiguation </li><li _ngcontent-ng-c434195172 class="keyword"> Entity Linking </li><li _ngcontent-ng-c434195172 class="keyword"> Multilinguality </li><li _ngcontent-ng-c434195172 class="keyword"> Keyword Extraction 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comprehensive understanding of relationships and interdependencies. </p> <p> Enable search, visualization and exploration of data relations, facilitating ecc. ecc. </p> </div><ul _ngcontent-ng-c434195172 class="d-none d-sm-flex no-list flex-row keywords-row"><li _ngcontent-ng-c434195172 class="keyword"> In-House Knowledge Graph </li><li _ngcontent-ng-c434195172 class="keyword"> Multilinguality </li><li _ngcontent-ng-c434195172 class="keyword"> Releations Extraction </li><li _ngcontent-ng-c434195172 class="keyword"> Entity Linking </li><li _ngcontent-ng-c434195172 class="keyword"> Neuro-Symbolic </li></ul><a _ngcontent-ng-c434195172 class="button button-primary button-find-out" href="/solution/knowledge-graphs">Find out more</a></div><div _ngcontent-ng-c434195172 class="image"><img _ngcontent-ng-c434195172 src="/assets/solution/knowledge-graphs-preview.svg" alt="Knowledge Graphs preview"></div></div></app-category-preview><app-category-preview _ngcontent-ng-c4054190160 _nghost-ng-c434195172 ngh="7"><div _ngcontent-ng-c434195172 class="category-preview" data-layout="content-and-image" data-layout-ordering="inverse"><div _ngcontent-ng-c434195172 class="title-and-content"><h2 _ngcontent-ng-c434195172 class="h-lg-1 cursor-pointer" tabindex="0">Semantic Search</h2><div _ngcontent-ng-c434195172 class="content h5"> <p> Enhance your search capabilities with Semantic Search, which uses the understanding of context and user intent to deliver precise and relevant search results, improving user experience and information retrieval efficiency. </p> <p> Interconnect your data with our advanced semantic algorithms and transform the way information is discovered, making your searches smarter and more intuitive than ever before. </p></div><ul _ngcontent-ng-c434195172 class="d-none d-sm-flex no-list flex-row keywords-row"><li _ngcontent-ng-c434195172 class="keyword"> Semantic Search </li><li _ngcontent-ng-c434195172 class="keyword"> Neuro-Symbolic </li><li _ngcontent-ng-c434195172 class="keyword"> Multilinguality </li></ul><a _ngcontent-ng-c434195172 class="button button-primary button-find-out" href="/solution/semantic-search">Find out more</a></div><div _ngcontent-ng-c434195172 class="image"><img _ngcontent-ng-c434195172 src="/assets/solution/semantic-search-preview.svg" alt="Semantic Search preview"></div></div></app-category-preview></div></section></div></app-category-previews><app-business-industries _ngcontent-ng-c3010728490 _nghost-ng-c3006422678 ngh="0"><div _ngcontent-ng-c3006422678 class="section section-business-industries"><section _ngcontent-ng-c3006422678><div _ngcontent-ng-c3006422678 class="container"><div _ngcontent-ng-c3006422678 class="flex-row business-row"><div _ngcontent-ng-c3006422678 class="title-and-content mb-4 mb-xl-0"><div _ngcontent-ng-c3006422678 class="sticky-wrapper"><h2 _ngcontent-ng-c3006422678 class="h-lg-1"> Find out how our solutions fit your needs </h2><div _ngcontent-ng-c3006422678 class="content"><p _ngcontent-ng-c3006422678>Where can we apply our technologies for you? <br _ngcontent-ng-c3006422678> Each business is unique, which is why we customize our products to support your growth. </p><p _ngcontent-ng-c3006422678> If you don’t see your industry listed, contact us to explore tailored solutions for you! </p></div><a _ngcontent-ng-c3006422678 class="button button-primary button-contact" href="/contacts">Contact us</a></div></div><div _ngcontent-ng-c3006422678 class="business-industries"><app-scrollable-dot-list _ngcontent-ng-c3006422678 theme="white" _nghost-ng-c4178466053 ngh="9"><div _ngcontent-ng-c4178466053 class="scrollable-dot-list" data-theme="white" data-collapsable="false" data-dot-attachment="default" data-inline="false"><div _ngcontent-ng-c4178466053 class="item-list"><div _ngcontent-ng-c4178466053 class="item" data-icon="publishing-media"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"><app-icon _ngcontent-ng-c4178466053 _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-publishing-media"></div></app-icon></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Publishing and media </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> Babelscape enhances media content management by processing multilingual newspaper articles and providing semantic tagging. This supports semantic search for users and assists journalists in annotating and linking their work across languages. </p> </div></div></div></div></div><div _ngcontent-ng-c4178466053 class="item" data-icon="pharma"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"><app-icon _ngcontent-ng-c4178466053 _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-pharma"></div></app-icon></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Pharmaceutical </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> We assist pharmaceutical companies in harnessing knowledge from diverse sources, facilitating competitor monitoring and insight gathering for product development and strategic initiatives. </p> </div></div></div></div></div><div _ngcontent-ng-c4178466053 class="item" data-icon="marketing"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"><app-icon _ngcontent-ng-c4178466053 _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-marketing"></div></app-icon></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Market Research </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> Discover consumer perceptions and market trends through our advanced analysis tools, which deliver precise insights across multiple languages, empowering your market research strategies. </p> </div></div></div></div></div><div _ngcontent-ng-c4178466053 class="item" data-icon="social"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"><app-icon _ngcontent-ng-c4178466053 _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-social"></div></app-icon></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Social Media </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> Social media platforms are rich with user opinions. Babelscape simplifies the extraction and summarization of multilingual content from these platforms, turning vast amounts of data into manageable and actionable insights. </p> </div></div></div></div></div><div _ngcontent-ng-c4178466053 class="item" data-icon="law"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"><app-icon _ngcontent-ng-c4178466053 _nghost-ng-c3083021668 ngh="0"><div _ngcontent-ng-c3083021668 class="icon-law"></div></app-icon></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Law, patents and trademarks </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> We provide specialized solutions for helping officials and consultants in the pre-registration process, by checking the validity of a trademark or patent. We also offer solutions for building law-specific semantic search engines. </p> </div></div></div></div></div></div></div></app-scrollable-dot-list></div></div></div></section></div></app-business-industries><app-why-babelscape _ngcontent-ng-c3010728490 _nghost-ng-c2686365719 ngh="11"><div _ngcontent-ng-c2686365719 class="section section-why"><section _ngcontent-ng-c2686365719><div _ngcontent-ng-c2686365719 class="container"><h2 _ngcontent-ng-c2686365719 class="h-lg-1">Why Babelscape?</h2><div _ngcontent-ng-c2686365719 class="flex-row why-row"><div _ngcontent-ng-c2686365719 class="title-and-content"><div _ngcontent-ng-c2686365719 class="why-points mb-3"><app-scrollable-dot-list _ngcontent-ng-c2686365719 _nghost-ng-c4178466053 ngh="10"><div _ngcontent-ng-c4178466053 class="scrollable-dot-list" data-theme="dark" data-collapsable="true" data-dot-attachment="default" data-inline="false"><div _ngcontent-ng-c4178466053 class="item-list"><div _ngcontent-ng-c4178466053 class="item active"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Multilinguality and Semantic Grounding </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> At Babelscape, we excel in delivering <b>multilingual solutions</b> that transcend the capabilities of traditional models by combining advanced large language models with our state-of-the-art multilingual knowledge graph, WordAtlas. </p> <p> Our systems are designed to <b>capture, interpret and interconnect</b> a wide range of <b>concepts, entities, relations and emotions</b>. </p> </div><div _ngcontent-ng-c4178466053 data-layout="content-and-image" data-device="mobile" class="mt-1 d-lg-none"><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="image"><img _ngcontent-ng-c4178466053 class="top-layer" src="assets/page/home/why-babelscape-multilinguality.svg" alt="Multilinguality and Semantic Grounding illustration"></div></div></div></div></div></div></div></div><div _ngcontent-ng-c4178466053 class="item"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Performance beyond the state of the art </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> Babelscape sets new benchmarks in NLP performance, consistently delivering results that <strong>surpass the current state of the art</strong>. <br> <br> Our innovative algorithms and continuous research efforts enable us to tackle complex language processing challenges more effectively, providing our clients with <b>superior tools that stay ahead of technological advancements</b>. </p> </div><div _ngcontent-ng-c4178466053 data-layout="content-and-image" data-device="mobile" class="mt-1 d-lg-none"><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="image"><img _ngcontent-ng-c4178466053 class="top-layer" src="assets/page/home/why-babelscape-state-of-the-art.svg" alt="Performance beyond the state of the art illustration"></div></div></div></div></div></div></div></div><div _ngcontent-ng-c4178466053 class="item"><div _ngcontent-ng-c4178466053 class="dot-and-line"><div _ngcontent-ng-c4178466053 class="dot"></div></div><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="title pt-0"><h3 _ngcontent-ng-c4178466053 class="h4 mb-0"> Secure data management </h3></div><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="inner"><div _ngcontent-ng-c4178466053> <p> We prioritize the <b>security and integrity of your data</b>. Babelscape employs advanced encryption and rigorous data protection protocols to <b>safeguard your information at every step</b> of the processing chain. <br> <br> This secure approach ensures that your data remains <b>confidential, compliant, and shielded</b> from vulnerabilities, providing you with a reliable foundation for data-driven decision-making. </p> </div><div _ngcontent-ng-c4178466053 data-layout="content-and-image" data-device="mobile" class="mt-1 d-lg-none"><div _ngcontent-ng-c4178466053 class="title-and-content"><div _ngcontent-ng-c4178466053 class="content"><div _ngcontent-ng-c4178466053 class="image"><img _ngcontent-ng-c4178466053 class="top-layer" src="assets/page/home/why-babelscape-data-privacy.svg" alt="Secure data management illustration"></div></div></div></div></div></div></div></div></div></div></app-scrollable-dot-list></div><a _ngcontent-ng-c2686365719 class="button button-primary button-find-out" href="/about-us">Find out more</a></div><div _ngcontent-ng-c2686365719 data-device="desktop,tablet" class="image image-overlap-container"><img _ngcontent-ng-c2686365719 src="assets/page/home/why-babelscape-back-layer.svg" alt="Why Babelscape layer" class="base-layer"><img _ngcontent-ng-c2686365719 class="top-layer" src="assets/page/home/why-babelscape-multilinguality.svg" alt="Multilinguality and Semantic Grounding background" data-active="true"><img _ngcontent-ng-c2686365719 class="top-layer" src="assets/page/home/why-babelscape-state-of-the-art.svg" alt="Performance beyond the state of the art background" data-active="false"><img _ngcontent-ng-c2686365719 class="top-layer" src="assets/page/home/why-babelscape-data-privacy.svg" alt="Secure data management background" data-active="false"></div></div></div></section></div></app-why-babelscape><app-sponsorships _ngcontent-ng-c3010728490 _nghost-ng-c2101694667 ngh="0"><div _ngcontent-ng-c2101694667 class="section section-sponsorships"><section _ngcontent-ng-c2101694667><div _ngcontent-ng-c2101694667 class="container"><p _ngcontent-ng-c2101694667 class="sponsorship h4"> Babelscape is a proud sponsor of the top-tier conference in Natural Language Processing <a _ngcontent-ng-c2101694667 href="https://2025.aclweb.org/" target="_blank">ACL 2025</a>. </p></div></section></div></app-sponsorships><app-research-previews _ngcontent-ng-c3010728490 _nghost-ng-c3593187594 ngh="13"><div _ngcontent-ng-c3593187594 class="section section-research-previews"><section _ngcontent-ng-c3593187594><div _ngcontent-ng-c3593187594 class="container"><div _ngcontent-ng-c3593187594 class="flex-row mobile-default research-row"><div _ngcontent-ng-c3593187594 class="title-and-content"><h2 _ngcontent-ng-c3593187594 class="h-lg-1">Research & Publications</h2><div _ngcontent-ng-c3593187594 class="content"><p _ngcontent-ng-c3593187594> Babelscape is committed to carrying out research and develop technological innovation at the highest level in the field of <strong _ngcontent-ng-c3593187594>multilingual Natural Language Understanding</strong> with a strong emphasis on neuro-symbolic approaches which combine <strong _ngcontent-ng-c3593187594>multilingual knowledge graphs</strong> with <strong _ngcontent-ng-c3593187594>deep learning models</strong>. </p></div><div _ngcontent-ng-c3593187594 data-device="desktop" class="controls"><a _ngcontent-ng-c3593187594 class="button button-primary button-find-out" href="/research">Find out more</a></div></div><div _ngcontent-ng-c3593187594 class="latest-pubs mt-1 mt-xl-0"><h4 _ngcontent-ng-c3593187594 class="title">Out latest publications:</h4><div _ngcontent-ng-c3593187594 class="pub-list"><app-publication-preview _ngcontent-ng-c3593187594 _nghost-ng-c4140676502 ngh="12"><div _ngcontent-ng-c4140676502 class="publication-preview"><div _ngcontent-ng-c4140676502 class="categories d-flex d-lg-block"><div _ngcontent-ng-c4140676502 class="category-badge" data-category-type="type_1">Semantic Role Labeling</div></div><div _ngcontent-ng-c4140676502 class="authors"> Roberto Navigli, Pasquale Silvestri, Marco Lo Pinto, Dennis Rotondi, Simone Ciciliano, Alessandro Scirè </div><div _ngcontent-ng-c4140676502 class="title"> NounAtlas: Filling the Gap in Nominal Semantic Role Labeling </div><div _ngcontent-ng-c4140676502 class="conference"> Proceedings of ACL 2024 </div></div></app-publication-preview><app-publication-preview _ngcontent-ng-c3593187594 _nghost-ng-c4140676502 ngh="12"><div _ngcontent-ng-c4140676502 class="publication-preview"><div _ngcontent-ng-c4140676502 class="categories d-flex d-lg-block"><div _ngcontent-ng-c4140676502 class="category-badge" data-category-type="type_2">Large Language Models</div></div><div _ngcontent-ng-c4140676502 class="authors"> Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Edoardo Barba, Roberto Navigli </div><div _ngcontent-ng-c4140676502 class="title"> Guardians of the Machine Translation Meta-Evaluation Sentinel Metrics Fall In! 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