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Developing technology for AI and parallel computing that intersects domain-specific programming languages and software engineering.</p></div></div><div class="research-areas-entry-link-wrapper"><a href="/research-groups/intelligent-software-systems" class="link-arrow-right"> Learn more <span class="arrow"></span></a></div></div></div></div></div></div></div> <div id="c2031" class="frame frame-default frame-type-neclabsitepackage_headlinewithintro frame-layout-0 frame-space-after-large"><div class="headline-with-intro std-grid col-1-1" data-anquor="2031"><h2>Case Studies</h2><div> Discover how our research is advancing science and technology. <div class="m-t-l" style="color: #22349e;"><a href="/technology/case-studies" class="link-arrow-right">Explore<span class="arrow"></span></a></div></div></div></div> <div id="c2032" class="frame frame-default frame-type-list frame-layout-0 frame-space-after-large"> <div id="c2032" class="casestudies"> <div class="casestudies-list"> <div class="casestudy-card"> <figure> <img src="/fileadmin/_processed_/c/5/csm_46a4832b23f7c39b0cc69b4830ef62e5_7317b1af03.jpg" width="480" height="201" alt="" /> </figure> <div class="casestudy-meta"> Technology Overview    |    Jul 04, 2024</div> <h3>Towards Safer Large Language Models</h3> <div class="casestudy-groups-tags"> <span class="casestudy-group">Human-Centric AI</span> <span class="casestudy-tag">LLMs</span> <span class="casestudy-tag">AI</span> <span class="casestudy-tag">Machine Learning</span> <span class="casestudy-tag">Explainable AI</span> <span class="casestudy-tag">Fact checking</span> <span class="casestudy-tag">NLP</span> <span class="casestudy-tag">Information extraction</span> <span class="casestudy-tag">LLM Explainer</span> <span class="casestudy-tag">Fact Checker</span> </div> <div class="casestudy-shortdescription"> <p>Large language models (LLMs) have emerged as a transformative force – but not without significant risk. Understand the scope of LLM’s as we explore their benefits, limitations and safe use – minimizing incorrect output such as hallucinations.</p> </div> <div class="button-wrapper"> <a class="btn" href="/technology/case-studies/towards-safer-large-language-models">Read more</a> </div> </div> <div class="casestudy-card"> <figure> <img src="/fileadmin/_processed_/5/b/csm_585bd7b12674fbbe06e57e3b02897cb6_a27b6fa67e.jpeg" width="480" height="147" alt="" /> </figure> <div class="casestudy-meta"> Scientific Brief    |    Apr 12, 2024</div> <h3>Identifying Facts in Text with Fact Extractor</h3> <div class="casestudy-groups-tags"> <span class="casestudy-group">Human-Centric AI</span> <span class="casestudy-tag">Knowledge graphs</span> <span class="casestudy-tag">Qualitative evaluation</span> <span class="casestudy-tag">Multilingual systems</span> <span class="casestudy-tag">Explainable AI</span> <span class="casestudy-tag">Information extraction</span> <span class="casestudy-tag">Annotation platform</span> <span class="casestudy-tag">Datasets</span> </div> <div class="casestudy-shortdescription"> <p>Information is being generated faster than humans can process it. This impedes our ability to acquire knowledge, which is slowing down scientific discovery and the advancement of technology. How can humans absorb information at the pace it is being created?</p> </div> <div class="button-wrapper"> <a class="btn" href="/technology/case-studies/identifying-facts-in-text-with-fact-extractor">Read more</a> </div> </div> <div class="casestudy-card"> <figure> <img src="/fileadmin/_processed_/1/0/csm_5f1f3e7cbfb6d23ca7ae1e87e88e908d_1d90fbddb6.jpg" width="480" height="266" alt="" /> </figure> <div class="casestudy-meta"> Technology Overview    |    Mar 28, 2024</div> <h3>Human-Centric AI: A Road Map to Human-AI Collaboration</h3> <div class="casestudy-groups-tags"> <span class="casestudy-group">Human-Centric AI</span> <span class="casestudy-tag">Multilingual systems</span> <span class="casestudy-tag">Datasets</span> <span class="casestudy-tag">Annotation platform</span> <span class="casestudy-tag">Explainable AI</span> <span class="casestudy-tag">Qualitative evaluation</span> <span class="casestudy-tag">Knowledge graphs</span> </div> <div class="casestudy-shortdescription"> <p>AI systems perform tasks that normally would require human intelligence, and can accomplish them faster by rapidly consuming and analysing large amounts of complex data. That’s the theory. In practice, many instances of applied AI fail spectacularly. In some cases, we don’t even notice!</p> </div> <div class="button-wrapper"> <a class="btn" href="/technology/case-studies/human-centricity-ai-a-road-map-to-human-ai-collaboration">Read more</a> </div> </div> </div> </div> </div> <div id="c2033" class="frame frame-default frame-type-html frame-layout-0 frame-space-after-large"><div class="fullwidth-background" style="background-color: #22349F;"><div class="container-inner"><div class="grid-2 ratio-1-3 m-b-xxl"><h2 class="white">About us</h2><div class="white text-large"> We find new ways to push the boundaries of science, delivering technology that significantly benefits the environment, society and our lives. </div></div><div class="grid-3 even-to-2-1 m-b-xxl" style="grid-column-gap: 20px;"><div><img src="/fileadmin/Images/Home/NEC_Laboratories_Europe_Home_page_Researcher_portraits-2_Girma.jpg" alt="Dr. Jürgen Quittek" /></div><div><img src="/fileadmin/Images/Home/NEC_Laboratories_Europe_Home_page_Researcher_portraits-3_Carolin.jpg" alt="" /></div><div><img src="/fileadmin/Images/Home/NEC_Laboratories_Europe_Ayane_L._Goshu-3_ok.png" alt="" /></div></div><div class="grid-2 ratio-1-3"><h2 class="white"></h2><div class="white text-small"> Our researchers choose their own projects, lead scientific discovery and regularly present their results at top, peer-reviewed scientific conferences. We are committed to open-innovation technology that benefits science and society. <div class="grid-4 col-1-3 m-t-l" style="color: #22349e;"><div><a href="/about-us/who-we-are" class="link-arrow-right">Read more <span class="arrow"></span></a></div><div><a href="/join-us" class="link-arrow-right">Current openings <span class="arrow"></span></a></div></div></div></div></div></div></div> <div id="c2034" class="frame frame-default frame-type-neclabsitepackage_headlinewithintro frame-layout-0 frame-space-after-large"><div class="headline-with-intro std-grid col-1-1" data-anquor="2034"><h2>Technology</h2><div> Learn how our technology is helping to solve society’s greatest challenges. <div class="m-t-l" style="color: #22349e;"><a href="/technology/technology-highlights" class="link-arrow-right">Explore<span class="arrow"></span></a></div></div></div></div> <div id="c2057" class="frame frame-default frame-type-neclabsitepackage_technologyhighlight frame-layout-0 frame-space-after-extra-small"><a name="#c2057"></a><div class="technology-highlight technology-highlights-blue" data-anquor="2057" data-name="Pioneering Graph-Based Relational Learning" id="technology-highlight-2057"><div class="technology-highlight-header" style="background-image: url(/fileadmin/user_upload/headway-jfR5wu2hMI0-unsplash__1_.png);"><div class="std-grid col-1-1"><h2>Pioneering Graph-Based Relational Learning</h2><div> NEC Laboratories Europe is a world pioneer in advancing and applying graph-based relational learning. Our GraphAI technology discovers and exploits relations between data entities, eliminating the problem of missing data points and linking multimodal data. <div><button class="toggle-technology-highlight"><span class="button-text button-text-open"><a href="/technology/technology-highlights#c2037" class="link-arrow-right">Read more <span class="arrow"></span></a></span></button></div></div></div></div></div></div> <div id="c2058" class="frame frame-default frame-type-neclabsitepackage_technologyhighlight frame-layout-0 frame-space-after-extra-small"><a name="#c2058"></a><div class="technology-highlight technology-highlights-green" data-anquor="2058" data-name="Accelerating Vaccine Discovery with Software Optimization" id="technology-highlight-2058"><div class="technology-highlight-header" style="background-image: url(/fileadmin/user_upload/headway-jfR5wu2hMI0-unsplash__2_.png);"><div class="std-grid col-1-1"><h2>Accelerating Vaccine Discovery with Software Optimization</h2><div> Governments and scientists are in a race against time to identify and control the spread of emerging viruses before they become pandemics. NEC Laboratories Europe is currently working with the Coalition for Epidemic Preparedness Innovations (CEPI) to develop vaccines effective against SARS-CoV-2 variants and other betacoronaviruses. <div><button class="toggle-technology-highlight"><span class="button-text button-text-open"><a href="/technology/technology-highlights#c2036" class="link-arrow-right">Read more <span class="arrow"></span></a></span></button></div></div></div></div></div></div> <div id="c2059" class="frame frame-default frame-type-neclabsitepackage_technologyhighlight frame-layout-0 frame-space-after-large"><a name="#c2059"></a><div class="technology-highlight technology-highlights-red" data-anquor="2059" data-name="A New Frontier in Personalized Therapeutic Cancer Vaccines" id="technology-highlight-2059"><div class="technology-highlight-header" style="background-image: url(/fileadmin/user_upload/headway-jfR5wu2hMI0-unsplash__3_.png);"><div class="std-grid col-1-1"><h2>A New Frontier in Personalized Therapeutic Cancer Vaccines</h2><div> Neoantigens can be used to develop personalized therapeutic cancer vaccines that teach the patient's immune system to recognize and kill cancer cells. The NEC Neoantigen Prediction Pipeline uses bioinformatics and machine learning to analyze the DNA and RNA of cancer patients to identify neoantigens originating from cancer mutations. NEC Laboratories Europe was a key contributor in developing the prediction pipeline, which enables NEC biotech partners to advance immunotherapy. <div><button class="toggle-technology-highlight"><span class="button-text button-text-open"><a href="/technology/technology-highlights#c2035" class="link-arrow-right">Read more <span class="arrow"></span></a></span></button></div></div></div></div></div></div> <div id="c8" class="frame frame-default frame-type-list frame-layout-0 frame-space-after-large"><div class="news"><div class="news-list-view-home" id="news-container-8"><div class="header"><h2> Press Releases </h2><p><a class="link-arrow-right" href="/about-us/press-releases">See all press releases <span class="arrow"></span></a></p></div><div class="list"><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="NEC improves reliability of large language models to accelerate business applications" href="/about-us/press-releases/detail/nec-improves-reliability-of-large-language-models-to-accelerate-business-applications"><span itemprop="headline">NEC improves reliability of large language models to accelerate business applications</span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2024-09-26"> September 26, 2024 </time></div></div><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="NEC Laboratories Europe advances material design with AI-based MateriAI platform " href="/about-us/press-releases/detail/nec-laboratories-europe-advances-material-design-with-ai-based-materiai-platform"><span itemprop="headline">NEC Laboratories Europe advances material design with AI-based MateriAI platform </span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2024-03-14"> March 14, 2024 </time></div></div><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="NEC laboratories advances therapeutic cancer vaccine research with new AI model Attentive Variational Information Bottleneck" href="/about-us/press-releases/detail/nec-laboratories-advances-therapeutic-cancer-vaccine-research-with-new-ai-model-attentive-variational-information-bottleneck"><span itemprop="headline">NEC laboratories advances therapeutic cancer vaccine research with new AI model Attentive Variational Information Bottleneck</span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2023-07-27"> July 27, 2023 </time></div></div><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="NEC develops lightweight LLM with world-class Japanese language proficiency and just 13 billion parameters" href="/about-us/press-releases/detail/nec-develops-lightweight-llm-with-world-class-japanese-language-proficiency-and-just-13-billion-parameters"><span itemprop="headline">NEC develops lightweight LLM with world-class Japanese language proficiency and just 13 billion parameters</span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2023-07-06"> July 06, 2023 </time></div></div><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="NEC develops and provides generative AI for business use" href="/about-us/press-releases/detail/nec-develops-and-provides-generative-ai-for-business-use"><span itemprop="headline">NEC develops and provides generative AI for business use</span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2023-07-06"> July 06, 2023 </time></div></div><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="NEC Technology Successfully Predicts High Risk Areas for Presence of Landmines" href="/about-us/press-releases/detail/nec-technology-successfully-predicts-high-risk-areas-for-presence-of-landmines"><span itemprop="headline">NEC Technology Successfully Predicts High Risk Areas for Presence of Landmines</span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2023-03-29"> March 29, 2023 </time></div></div><div class="article articletype-0 layout1" itemscope="itemscope" itemtype="http://schema.org/Article"><div class="news-link"><a title="Unikraft, a NEC Laboratories Europe spin-off, raises European and U.S. venture capital and begins operation as an independent company " href="/about-us/press-releases/detail/unikraft-a-nec-laboratories-europe-spin-off-raises-european-and-us-venture-capital-and-begins-operation-as-an-independent-company"><span itemprop="headline">Unikraft, a NEC Laboratories Europe spin-off, raises European and U.S. venture capital and begins operation as an independent company </span></a></div><div class="news-date"><time itemprop="datePublished" datetime="2023-03-23"> March 23, 2023 </time></div></div></div></div><div class="socialmedia-links news-list-view-home"><div></div><div><a href="https://www.linkedin.com/company/nec-laboratories-europe-gmbh/" target="_blank"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.70353 0C0.762695 0 0 0.762694 0 1.70353V22.2964C0 23.2372 0.762696 23.9999 1.70353 23.9999H22.2965C23.2373 23.9999 24 23.2372 24 22.2964V1.70353C24 0.762695 23.2373 0 22.2965 0H1.70353ZM5.38681 7.45324C6.53666 7.45324 7.46881 6.5211 7.46881 5.37124C7.46881 4.22139 6.53666 3.28925 5.38681 3.28925C4.23696 3.28925 3.30482 4.22139 3.30482 5.37124C3.30482 6.5211 4.23696 7.45324 5.38681 7.45324ZM9.37556 8.99189H12.8261V10.5726C12.8261 10.5726 13.7624 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