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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><span>Home</span></a></li><li class=nav-item><a class=nav-link href=../../#news><span>News</span></a></li><li class=nav-item><a class=nav-link href=../../#people><span>People</span></a></li><li class=nav-item><a class=nav-link href=../../#publications><span>Publications</span></a></li><li class=nav-item><a class=nav-link href=../../#projects><span>Projects</span></a></li><li class=nav-item><a class=nav-link href=../../#datasets><span>Datasets</span></a></li><li class=nav-item><a class=nav-link href=../../#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><article class="article article-project"><div class="article-container pt-3"><h1>Data4Transparency</h1><div class=article-metadata><div><span><a href=../../authors/steffen-castle/>Steffen Castle</a></span>, <span><a href=../../authors/leonhard-hennig/>Leonhard Hennig</a></span></div><span class=article-date>Apr 1, 2023</span></div></div><div class="article-header article-container featured-image-wrapper mt-4 mb-4" style=max-width:400px;max-height:80px><div style=position:relative><img src=../../project/data4transparency/featured.png alt class=featured-image></div></div><div class=article-container><div class=article-style></div><div class=article-tags><a class="badge badge-light" href=../../tag/information-extraction/>Information Extraction</a>
<a class="badge badge-light" href=../../tag/low-resource-learning/>Low-Resource Learning</a></div><div class="media author-card content-widget-hr"><a href=../../authors/steffen-castle/><img class="avatar mr-3 avatar-circle" src=../../authors/steffen-castle/avatar_hu52a603635ecebd45650b162dadabb4e5_12861_270x270_fill_q90_lanczos_center.jpg alt="Steffen Castle"></a><div class=media-body><h5 class=card-title><a href=../../authors/steffen-castle/>Steffen Castle</a></h5><h6 class=card-subtitle>PhD Candidate</h6><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope"></i></a></li><li><a href=https://github.com/grappli target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="media author-card content-widget-hr"><a href=../../authors/leonhard-hennig/><img class="avatar mr-3 avatar-circle" src=../../authors/leonhard-hennig/avatar_hu0bd7dae612fe545036f91d2e2e11a312_931324_270x270_fill_lanczos_center_2.png alt="Leonhard Hennig"></a><div class=media-body><h5 class=card-title><a href=../../authors/leonhard-hennig/>Leonhard Hennig</a></h5><h6 class=card-subtitle>Senior Researcher</h6><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope"></i></a></li><li><a href="https://scholar.google.com/citations?user=V9G-FOoAAAAJ" target=_blank rel=noopener><i class="ai ai-google-scholar"></i></a></li><li><a href=https://github.com/leonhardhennig target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="article-widget content-widget-hr"><h3>Related</h3><ul><li><a href=../../project/text2tech/>Text2Tech</a></li><li><a href=../../project/plass/>PLASS</a></li><li><a href=../../project/bifold/>BIFOLD</a></li><li><a href=../../project/cora4nlp/>Cora4NLP</a></li><li><a href=../../project/sim3s/>SIM3S</a></li></ul></div><div class="project-related-pages content-widget-hr"></div></div></article></div><div class=page-footer><div class=container><footer class=site-footer><p class=powered-by><a href=../../privacy/>Data Protection Notice</a>
<a class="badge badge-light" href=../../tag/low-resource-learning/>Low-Resource Learning</a></div><div class="media author-card content-widget-hr"><a href=../../authors/steffen-castle/><img class="avatar mr-3 avatar-circle" src=../../authors/steffen-castle/avatar_hu52a603635ecebd45650b162dadabb4e5_12861_270x270_fill_q90_lanczos_center.jpg alt="Steffen Castle"></a><div class=media-body><h5 class=card-title><a href=../../authors/steffen-castle/>Steffen Castle</a></h5><h6 class=card-subtitle>PhD Candidate</h6><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope"></i></a></li><li><a href=https://github.com/grappli target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="media author-card content-widget-hr"><a href=../../authors/leonhard-hennig/><img class="avatar mr-3 avatar-circle" src=../../authors/leonhard-hennig/avatar_hu0bd7dae612fe545036f91d2e2e11a312_931324_270x270_fill_lanczos_center_2.png alt="Leonhard Hennig"></a><div class=media-body><h5 class=card-title><a href=../../authors/leonhard-hennig/>Leonhard Hennig</a></h5><h6 class=card-subtitle>Senior Researcher</h6><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope"></i></a></li><li><a href="https://scholar.google.com/citations?user=V9G-FOoAAAAJ" target=_blank rel=noopener><i class="ai ai-google-scholar"></i></a></li><li><a href=https://github.com/leonhardhennig target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="article-widget content-widget-hr"><h3>Related</h3><ul><li><a href=../../project/text2tech/>Text2Tech</a></li><li><a href=../../project/plass/>PLASS</a></li><li><a href=../../project/bifold/>BIFOLD</a></li><li><a href=../../project/cora4nlp/>Cora4NLP</a></li><li><a href=../../project/deeplee/>DEEPLEE</a></li></ul></div><div class="project-related-pages content-widget-hr"></div></div></article></div><div class=page-footer><div class=container><footer class=site-footer><p class=powered-by><a href=../../privacy/>Data Protection Notice</a>
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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><span>Home</span></a></li><li class=nav-item><a class=nav-link href=../../#news><span>News</span></a></li><li class=nav-item><a class=nav-link href=../../#people><span>People</span></a></li><li class=nav-item><a class=nav-link href=../../#publications><span>Publications</span></a></li><li class=nav-item><a class=nav-link href=../../#projects><span>Projects</span></a></li><li class=nav-item><a class=nav-link href=../../#datasets><span>Datasets</span></a></li><li class=nav-item><a class=nav-link href=../../#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><article class="article article-project"><div class="article-container pt-3"><h1>DEEPLEE</h1><div class=article-metadata><div><span><a href=../../authors/sven-schmeier/>Sven Schmeier</a></span>, <span><a href=../../authors/christoph-alt/>Christoph Alt</a></span>, <span><a href=../../authors/robert-schwarzenberg/>Robert Schwarzenberg</a></span></div><span class=article-date>Feb 23, 2021</span></div><div class="btn-links mb-3"><a class="btn btn-outline-primary my-1" href=https://www.dfki.de/en/web/research/projects-and-publications/projects-overview/project/deeplee target=_blank rel=noopener>Go to Project Site</a></div></div><div class="article-header article-container featured-image-wrapper mt-4 mb-4" style=max-width:244px;max-height:170px><div style=position:relative><img src=../../project/deeplee/featured.jpg alt class=featured-image></div></div><div class=article-container><div class=article-style></div><div class=article-tags><a class="badge badge-light" href=../../tag/information-extraction/>Information Extraction</a>
<a class="badge badge-light" href=../../tag/language-understanding/>Language Understanding</a></div><div class="media author-card content-widget-hr"><a href=../../authors/christoph-alt/><img class="avatar mr-3 avatar-circle" src=../../authors/christoph-alt/avatar_hu6840e090b4b222e0567db036b6b5aa87_327354_270x270_fill_q90_lanczos_center.jpg alt="Christoph Alt"></a><div class=media-body><h5 class=card-title><a href=../../authors/christoph-alt/>Christoph Alt</a></h5><ul class=network-icon aria-hidden=true><li><a href=../../#contact><i class="fas fa-envelope"></i></a></li><li><a href=https://www.linkedin.com/in/ChristophAlt target=_blank rel=noopener><i class="fab fa-linkedin"></i></a></li><li><a href="https://scholar.google.com/citations?user=JiJIrfwAAAAJ" target=_blank rel=noopener><i class="ai ai-google-scholar"></i></a></li><li><a href=https://github.com/ChristophAlt target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="media author-card content-widget-hr"><a href=../../authors/robert-schwarzenberg/><img class="avatar mr-3 avatar-circle" src=../../authors/robert-schwarzenberg/avatar_hu745f7a6338800fb7dbd7fe6f48f702f0_321702_270x270_fill_lanczos_center_2.png alt="Robert Schwarzenberg"></a><div class=media-body><h5 class=card-title><a href=../../authors/robert-schwarzenberg/>Robert Schwarzenberg</a></h5><h6 class=card-subtitle>PhD Candidate</h6><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope"></i></a></li><li><a href=https://www.semanticscholar.org/author/Robert-Schwarzenberg/1683203 target=_blank rel=noopener><i class="ai ai-google-scholar"></i></a></li><li><a href=https://github.com/rbtsbg target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="article-widget content-widget-hr"><h3>Related</h3><ul><li><a href=../../project/cora4nlp/>Cora4NLP</a></li><li><a href=../../dataset/german-patient-adr/>German Adverse Drug Reaction (ADR) detection in patient-generated content</a></li><li><a href=../../dataset/dfki-mobasa-corpus/>MobASA Corpus</a></li><li><a href=../../dataset/dfki-mobie-corpus/>MobIE Corpus</a></li><li><a href=../../dataset/dfki-smartdata-corpus/>SmartData Corpus</a></li></ul></div><div class="project-related-pages content-widget-hr"><h2>Publications</h2><div class="media stream-item"><div class=media-body><div class="section-subheading article-title mb-0 mt-0"><a href=../../publication/acl2020-alt-probing/>Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction</a></div><a href=../../publication/acl2020-alt-probing/ class=summary-link><div class=article-style>Despite the recent progress, little is known about the features captured by state-of-the-art neural relation extraction (RE) models. …</div></a><div class="stream-meta article-metadata"><div><span><a href=../../authors/christoph-alt/>Christoph Alt</a></span>, <span><a href=../../authors/aleksandra-gabryszak/>Aleksandra Gabryszak</a></span>, <span><a href=../../authors/leonhard-hennig/>Leonhard Hennig</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary btn-page-header btn-sm" href=https://www.aclweb.org/anthology/2020.acl-main.140.pdf target=_blank rel=noopener>PDF</a>
<a class="badge badge-light" href=../../tag/language-understanding/>Language Understanding</a></div><div class="media author-card content-widget-hr"><a href=../../authors/christoph-alt/><img class="avatar mr-3 avatar-circle" src=../../authors/christoph-alt/avatar_hu6840e090b4b222e0567db036b6b5aa87_327354_270x270_fill_q90_lanczos_center.jpg alt="Christoph Alt"></a><div class=media-body><h5 class=card-title><a href=../../authors/christoph-alt/>Christoph Alt</a></h5><ul class=network-icon aria-hidden=true><li><a href=../../#contact><i class="fas fa-envelope"></i></a></li><li><a href=https://www.linkedin.com/in/ChristophAlt target=_blank rel=noopener><i class="fab fa-linkedin"></i></a></li><li><a href="https://scholar.google.com/citations?user=JiJIrfwAAAAJ" target=_blank rel=noopener><i class="ai ai-google-scholar"></i></a></li><li><a href=https://github.com/ChristophAlt target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="media author-card content-widget-hr"><a href=../../authors/robert-schwarzenberg/><img class="avatar mr-3 avatar-circle" src=../../authors/robert-schwarzenberg/avatar_hu745f7a6338800fb7dbd7fe6f48f702f0_321702_270x270_fill_lanczos_center_2.png alt="Robert Schwarzenberg"></a><div class=media-body><h5 class=card-title><a href=../../authors/robert-schwarzenberg/>Robert Schwarzenberg</a></h5><h6 class=card-subtitle>PhD Candidate</h6><ul class=network-icon aria-hidden=true><li><a href=mailto:[email protected]><i class="fas fa-envelope"></i></a></li><li><a href=https://www.semanticscholar.org/author/Robert-Schwarzenberg/1683203 target=_blank rel=noopener><i class="ai ai-google-scholar"></i></a></li><li><a href=https://github.com/rbtsbg target=_blank rel=noopener><i class="fab fa-github"></i></a></li></ul></div></div><div class="article-widget content-widget-hr"><h3>Related</h3><ul><li><a href=../../project/cora4nlp/>Cora4NLP</a></li><li><a href=../../dataset/german-patient-adr/>German Adverse Drug Reaction (ADR) detection in patient-generated content</a></li><li><a href=../../dataset/dfki-mobasa-corpus/>MobASA Corpus</a></li><li><a href=../../dataset/dfki-mobie-corpus/>MobIE Corpus</a></li><li><a href=../../dataset/dfki-product-corpus/>Product Corpus</a></li></ul></div><div class="project-related-pages content-widget-hr"><h2>Publications</h2><div class="media stream-item"><div class=media-body><div class="section-subheading article-title mb-0 mt-0"><a href=../../publication/acl2020-alt-probing/>Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction</a></div><a href=../../publication/acl2020-alt-probing/ class=summary-link><div class=article-style>Despite the recent progress, little is known about the features captured by state-of-the-art neural relation extraction (RE) models. …</div></a><div class="stream-meta article-metadata"><div><span><a href=../../authors/christoph-alt/>Christoph Alt</a></span>, <span><a href=../../authors/aleksandra-gabryszak/>Aleksandra Gabryszak</a></span>, <span><a href=../../authors/leonhard-hennig/>Leonhard Hennig</a></span></div></div><div class=btn-links><a class="btn btn-outline-primary btn-page-header btn-sm" href=https://www.aclweb.org/anthology/2020.acl-main.140.pdf target=_blank rel=noopener>PDF</a>
<a href=# class="btn btn-outline-primary btn-page-header btn-sm js-cite-modal" data-filename=/publication/acl2020-alt-probing/cite.bib>Cite</a>
<a class="btn btn-outline-primary btn-page-header btn-sm" href=https://github.com/DFKI-NLP/REval target=_blank rel=noopener>Code</a>
<a class="btn btn-outline-primary btn-page-header btn-sm" href=../../project/deeplee/>Project</a>
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