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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&rsquo;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&rsquo;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&rsquo;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>Oct 14, 2023</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/emnlp2023/>1 paper accepted to EMNLP Findings 2023</a></div><a href=./post/emnlp2023/ class=summary-link><div class=article-style><p>One paper from DFKI-NLP authors has been accepted for publication as a Findings paper at EMNLP 2023, the 2023 Conference on Empirical Methods in Natural Language Processing. The conference is planned to be a hybrid meeting and will take place in Singapore, from Dec 6th to Dec 10th, 2023.</p></div></a></div><div class=card-simple><div class=article-metadata><span class=article-date>Last updated on
<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
Aug 17, 2023</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/konvens2023/>1 paper to be presented at KONVENS 2023</a></div><a href=./post/konvens2023/ class=summary-link><div class=article-style><p>One paper from DFKI-NLP researchers has been accepted for publication at KONVENS 2023, the 19th German Conference on Natural Language Processing. The conference will take place in Ingolstadt, Germany, from Sep 18th to Sep 22nd, 2023.</p></div></a></div><div class=card-simple><div class=article-metadata><span class=article-date>Last updated on
Jun 15, 2023</span>
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