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<span><i class="fas fa-bars"></i></span></button><div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none"><a class=navbar-brand href=./>DFKI-NLP</a></div><div class="navbar-collapse main-menu-item collapse justify-content-end" id=navbar-content><ul class="navbar-nav d-md-inline-flex"><li class=nav-item><a class=nav-link href=./#about data-target=#about><span>Home</span></a></li><li class=nav-item><a class=nav-link href=./#news data-target=#news><span>News</span></a></li><li class=nav-item><a class=nav-link href=./#people data-target=#people><span>People</span></a></li><li class=nav-item><a class=nav-link href=./#publications data-target=#publications><span>Publications</span></a></li><li class=nav-item><a class=nav-link href=./#projects data-target=#projects><span>Projects</span></a></li><li class=nav-item><a class=nav-link href=./#datasets data-target=#datasets><span>Datasets</span></a></li><li class=nav-item><a class=nav-link href=./#contact data-target=#contact><span>Contact</span></a></li></ul></div><ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2"><li class=nav-item><a class="nav-link js-search" href=# aria-label=Search><i class="fas fa-search" aria-hidden=true></i></a></li><li class="nav-item dropdown theme-dropdown"><a href=# class=nav-link data-toggle=dropdown aria-haspopup=true aria-label="Display preferences"><i class="fas fa-moon" aria-hidden=true></i></a><div class=dropdown-menu><a href=# class="dropdown-item js-set-theme-light"><span>Light</span></a> | ||
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<a href=# class="dropdown-item js-set-theme-auto"><span>Automatic</span></a></div></li></ul></div></nav></div><div class=page-body><span class="js-widget-page d-none"></span><section id=about class="home-section wg-about"><div class=home-section-bg></div><div class=container><div class=row><div class="col-12 col-lg-4"><div id=profile><img class="avatar avatar-circle" src=./authors/dfki-nlp/avatar_hu86991b4a6282a269fd129e35cbb26bc7_452250_270x270_fill_q90_lanczos_center.jpg alt=DFKI-NLP><div class=portrait-title><h2>DFKI-NLP</h2><h3>Research Group at DFKI</h3><h3><a href=https://www.dfki.de/ target=_blank rel=noopener><span>German Research Center for Artificial Intelligence (DFKI)</span></a></h3></div><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected] aria-label=envelope><i class="fas fa-envelope big-icon"></i></a></li><li><a href=https://github.com/dfki-nlp target=_blank rel=noopener aria-label=github><i class="fab fa-github big-icon"></i></a></li><li><a href=https://huggingface.co/DFKI-SLT target=_blank rel=noopener aria-label=grin><i class="fas fa-grin big-icon"></i></a></li></ul></div></div><div class="col-12 col-lg-8"><div class=article-style><p>DFKI-NLP is a Natural Language Processing group of researchers, software engineers and students at the Berlin office of the German Research Center for Artificial Intelligence (DFKI) working on basic and applied research in areas covering, among others, information extraction, knowledge base population, dialogue, sentiment analysis, and summarization. We are particularly interested in core research on learning in low-resource settings, reasoning over larger contexts, and continual learning. We strive for a deeper understanding of human language and thinking, with the goal of developing novel methods for processing and generating human language text, speech, and knowledge. An important part of our work is the creation of corpora, the evaluation of NLP datasets and tasks, and the explainability of (neural) models.</p><p>Key topics:</p><ul><li>Applied / domain-specific information extraction</li><li>Learning in low-resource settings and over large contexts</li><li>Construction and analysis of IE datasets, linguistic annotation</li><li>Multilingual information extraction</li><li>Evaluation methodology research</li><li>Explainability</li></ul><p>Our group forms a part of DFKI’s <a href=https://www.dfki.de/en/web/research/research-departments/speech-and-language-technology/ target=_blank rel=noopener>Speech and Language Technology</a> department led by Prof. Sebastian Möller, and closely collaborates with e.g. the <a href=https://www.tu.berlin/en/ target=_blank rel=noopener>Technische Universität Berlin</a>, DFKI’s <a href=https://www.dfki.de/en/web/research/research-departments/multilinguality-and-language-technology/ target=_blank rel=noopener>Language Technology and Multilinguality</a> department and DFKI’s <a href=https://www.dfki.de/en/web/research/research-departments/intelligent-analytics-for-massive-data/ target=_blank rel=noopener>Intelligent Analytics for Massive Data</a> group.</p></div><div class=row></div></div></div></div></section><section id=news class="home-section wg-pages"><div class=home-section-bg></div><div class=container><div class=row><div class="section-heading col-12 col-lg-4 mb-3 mb-lg-0 d-flex flex-column align-items-center align-items-lg-start"><h1 class=mb-0>Latest News</h1></div><div class="col-12 col-lg-8"><div class=card-simple><div class=article-metadata><span class=article-date>Jul 12, 2024</span> | ||
<span class=middot-divider></span><span class=article-reading-time>2 min read</span></div><div class="section-subheading article-title mb-1 mt-3"><a href=./post/acl2024/>Multiple papers by DFKI authors accepted to ACL 2024 and co-located events</a></div><a href=./post/acl2024/ class=summary-link><div class=article-style><p>DFKI will have a strong presence at the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), one of the top venues of language technology, that will take place August 11-16 in Bangkok, Thailand.</p></div></a></div><div class=card-simple><div class=article-metadata><span class=article-date>Jun 12, 2024</span> | ||
<span class=middot-divider></span><span class=article-reading-time>2 min read</span></div><a href=./post/acl2024/><div class=img-hover-zoom><img src=./post/acl2024/featured_hu6d47468f135c4750f88493a9b0014c5c_244103_bf4f768fc1cf32834b6ab1c1e640f9ce.jpg data-src=./post/acl2024/featured_hu6d47468f135c4750f88493a9b0014c5c_244103_808x455_fill_q90_lanczos_smart1.jpg class="article-banner lazyload" alt="Multiple papers by DFKI authors accepted to ACL 2024 and co-located events"></div></a><div class="section-subheading article-title mb-1 mt-3"><a href=./post/acl2024/>Multiple papers by DFKI authors accepted to ACL 2024 and co-located events</a></div><a href=./post/acl2024/ class=summary-link><div class=article-style><p>DFKI will have a strong presence at the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), one of the top venues of language technology, that will take place August 11-16 in Bangkok, Thailand.</p></div></a></div><div class=card-simple><div class=article-metadata><span class=article-date>Jun 12, 2024</span> | ||
<span class=middot-divider></span><span class=article-reading-time>1 min read</span></div><div class="section-subheading article-title mb-1 mt-3"><a href=./post/semeval2024/>One paper by DFKI authors accepted to SemEval-2024</a></div><a href=./post/semeval2024/ class=summary-link><div class=article-style><p>One paper by researchers from the Speech and Language Technology department of DFKI will be presented at the 18th International Workshop on Semantic Evaluation, co-located with NAACL 2024: | ||
Bhuvanesh Verma, Lisa Raithel (2024).</p></div></a></div><div class=card-simple><div class=article-metadata><span class=article-date>Oct 14, 2023</span> | ||
<span class=middot-divider></span><span class=article-reading-time>2 min read</span></div><div class="section-subheading article-title mb-1 mt-3"><a href=./post/emnlp2023/>Multiple papers by DFKI authors accepted to EMNLP 2023 and co-located events</a></div><a href=./post/emnlp2023/ class=summary-link><div class=article-style><p>DFKI had a strong presence at the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), one of the top venues of language technology, that took place on December 6-10 in Singapore.</p></div></a></div><div class=card-simple><div class=article-metadata><span class=article-date>Last updated on | ||
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