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2020 – today
- 2024
[c25]Martin Courtois
, Malte Ostendorff, Leonhard Hennig, Georg Rehm:
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. ACL (Findings) 2024: 8002-8011- [c24]Jorge Palomar-Giner, José Javier Saiz, Ferran Espuña, Mario Mina, Severino Da Dalt, Joan Llop, Malte Ostendorff, Pedro Ortiz Suarez, Georg Rehm, Aitor Gonzalez-Agirre, Marta Villegas:
A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages. LREC/COLING 2024: 335-349 - [c23]Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr:
Tokenizer Choice For LLM Training: Negligible or Crucial? NAACL-HLT (Findings) 2024: 3907-3924 - [c22]Eleftherios Avramidis, Annika Grützner-Zahn, Manuel Brack, Patrick Schramowski, Pedro Ortiz Suarez, Malte Ostendorff, Fabio Barth, Shushen Manakhimova, Vivien Macketanz, Georg Rehm, Kristian Kersting:
Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation. WMT 2024: 292-298 - [i22]Orhun Caglidil, Malte Ostendorff, Georg Rehm:
Investigating Gender Bias in Turkish Language Models. CoRR abs/2404.11726 (2024) - [i21]Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm:
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. CoRR abs/2406.06366 (2024) - [i20]Mehdi Ali, Michael Fromm, Klaudia Thellmann, Jan Ebert, Alexander Arno Weber, Richard Rutmann, Charvi Jain, Max Lübbering, Daniel Steinigen, Johannes Leveling, Katrin Klug, Jasper Schulze Buschhoff, Lena Jurkschat, Hammam Abdelwahab, Benny Jörg Stein, Karl-Heinz Sylla, Pavel Denisov, Nicolo' Brandizzi, Qasid Saleem, Anirban Bhowmick, Lennard Helmer, Chelsea Maria John, Pedro Ortiz Suarez, Malte Ostendorff, Alex Jude, Lalith Manjunath, Samuel Weinbach, Carolin Penke, Oleg Filatov, Shima Asaadi, Fabio Barth, Rafet Sifa, Fabian Küch, Andreas Herten, René Jäkel, Georg Rehm, Stefan Kesselheim, Joachim Köhler, Nicolas Flores-Herr:
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs. CoRR abs/2410.03730 (2024) - [i19]Nicolo' Brandizzi, Hammam Abdelwahab, Anirban Bhowmick, Lennard Helmer, Benny Jörg Stein, Pavel Denisov, Qasid Saleem, Michael Fromm, Mehdi Ali, Richard Rutmann, Farzad Naderi, Mohamad Saif Agy, Alexander Schwirjow, Fabian Küch, Luzian Hahn, Malte Ostendorff, Pedro Ortiz Suarez, Georg Rehm, Dennis Wegener, Nicolas Flores-Herr, Joachim Köhler, Johannes Leveling:
Data Processing for the OpenGPT-X Model Family. CoRR abs/2410.08800 (2024) - [i18]Ben Hauptvogel, Malte Ostendorff, Georg Rehm, Sebastian Möller:
Reward Modeling with Weak Supervision for Language Models. CoRR abs/2410.20869 (2024) - 2023
- [b1]Malte Ostendorff:
Aspect-based Document Similarity for Literature Recommender Systems. University of Göttingen, Germany, 2023 - [c21]María González-García, Julián Moreno Schneider, Malte Ostendorff, Georg Rehm:
Integration of a Semantic Storytelling Recommender System in Speech Assistants. Text2Story@ECIR 2023: 5-11 - [c20]Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes:
AspectCSE: Sentence Embeddings for Aspect-Based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge. RANLP 2023: 1054-1065 - [i17]Malte Ostendorff, Georg Rehm:
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning. CoRR abs/2301.09626 (2023) - [i16]Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes:
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge. CoRR abs/2307.07851 (2023) - [i15]Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr:
Tokenizer Choice For LLM Training: Negligible or Crucial? CoRR abs/2310.08754 (2023) - 2022
- [c19]Qian Ruan, Malte Ostendorff, Georg Rehm:
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. ACL (Findings) 2022: 1292-1308 - [c18]Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm:
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. EMNLP 2022: 11670-11688 - [c17]Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm:
Specialized document embeddings for aspect-based similarity of research papers. JCDL 2022: 7 - [c16]Niklas Dehio, Malte Ostendorff, Georg Rehm:
Claim Extraction and Law Matching for COVID-19-related Legislation. LREC 2022: 480-490 - [c15]Rémi Calizzano, Malte Ostendorff, Qian Ruan, Georg Rehm:
Generating Extended and Multilingual Summaries with Pre-trained Transformers. LREC 2022: 1640-1650 - [c14]Michael Raring, Malte Ostendorff, Georg Rehm:
Semantic Relations between Text Segments for Semantic Storytelling: Annotation Tool - Dataset - Evaluation. LREC 2022: 4923-4932 - [c13]Georg Rehm, Malte Ostendorff, Rémi Calizzano, Karolina Zaczynska, Julián Moreno Schneider:
Identification of Relations between Text Segments for Semantic Storytelling. Qurator 2022 - [i14]Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm:
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. CoRR abs/2202.06671 (2022) - [i13]Qian Ruan, Malte Ostendorff, Georg Rehm:
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. CoRR abs/2203.09629 (2022) - [i12]Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm:
Specialized Document Embeddings for Aspect-based Similarity of Research Papers. CoRR abs/2203.14541 (2022) - 2021
- [c12]Rémi Calizzano, Malte Ostendorff, Georg Rehm:
Ordering sentences and paragraphs with pre-trained encoder-decoder transformers and pointer ensembles. DocEng 2021: 10:1-10:9 - [c11]Malte Ostendorff, Corinna Breitinger, Bela Gipp:
A Qualitative Evaluation of User Preference for Link-Based vs. Text-Based Recommendations of Wikipedia Articles. ICADL 2021: 63-79 - [c10]Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm:
Evaluating document representations for content-based legal literature recommendations. ICAIL 2021: 109-118 - [c9]Rémi Calizzano, Malte Ostendorff, Georg Rehm:
DFKI SLT at GermEval 2021: Multilingual Pre-training and Data Augmentation for the Classification of Toxicity in Social Media Comments. GermEval@KONVENS 2021: 25-31 - [i11]Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm:
Evaluating Document Representations for Content-based Legal Literature Recommendations. CoRR abs/2104.13841 (2021) - [i10]Malte Ostendorff, Corinna Breitinger, Bela Gipp:
A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles. CoRR abs/2109.07791 (2021) - 2020
- [c8]Philipp Scharpf, Moritz Schubotz, André Greiner-Petter, Malte Ostendorff, Olaf Teschke, Bela Gipp:
ARQMath Lab: An Incubator for Semantic Formula Search in zbMATH Open? CLEF (Working Notes) 2020 - [c7]Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm:
Aspect-based Document Similarity for Research Papers. COLING 2020: 6194-6206 - [c6]Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp:
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. JCDL 2020: 127-136 - [c5]Malte Ostendorff, Till Blume, Saskia Ostendorff:
Towards an Open Platform for Legal Information. JCDL 2020: 385-388 - [c4]Sarah Schulz, Jurica Seva, Samuel Rodríguez, Malte Ostendorff, Georg Rehm:
Named Entities in Medical Case Reports: Corpus and Experiments. LREC 2020: 4495-4500 - [c3]Georg Rehm, Peter Bourgonje, Stefanie Hegele, Florian Kintzel, Julián Moreno Schneider, Malte Ostendorff, Karolina Zaczynska, Armin Berger, Stefan Grill, Sören Räuchle, Jens Rauenbusch, Lisa Rutenburg, André Schmidt, Mikka Wild, Henry Hoffmann, Julian Fink, Sarah Schulz, Jurica Seva, Joachim Quantz, Joachim Böttger, Josefine Matthey, Rolf Fricke, Jan Thomsen, Adrian Paschke, Jamal Al Qundus, Thomas Hoppe, Naouel Karam, Frauke Weichhardt, Christian Fillies, Clemens Neudecker, Mike Gerber, Kai Labusch, Vahid Rezanezhad, Robin Schaefer, David Zellhöfer, Daniel Siewert, Patrick Bunk, Lydia Pintscher, Elena Aleynikova, Franziska Heine:
QURATOR: Innovative Technologies for Content and Data Curation. Qurator 2020 - [c2]Georg Rehm, Karolina Zaczynska, Julián Moreno Schneider, Malte Ostendorff, Maria Berger, Jens Rauenbusch, André Schmidt, Mikka Wild:
Towards Discourse Parsing-inspired Semantic Storytelling. Qurator 2020 - [i9]Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp:
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. CoRR abs/2003.09881 (2020) - [i8]Sarah Schulz, Jurica Seva, Samuel Rodríguez, Malte Ostendorff, Georg Rehm:
Named Entities in Medical Case Reports: Corpus and Experiments. CoRR abs/2003.13032 (2020) - [i7]Georg Rehm, Karolina Zaczynska, Julián Moreno Schneider, Malte Ostendorff, Peter Bourgonje, Maria Berger, Jens Rauenbusch, André Schmidt, Mikka Wild:
Towards Discourse Parsing-inspired Semantic Storytelling. CoRR abs/2004.12190 (2020) - [i6]Georg Rehm, Peter Bourgonje, Stefanie Hegele, Florian Kintzel, Julián Moreno Schneider, Malte Ostendorff, Karolina Zaczynska, Armin Berger, Stefan Grill, Sören Räuchle, Jens Rauenbusch, Lisa Rutenburg, André Schmidt, Mikka Wild, Henry Hoffmann, Julian Fink, Sarah Schulz, Jurica Seva, Joachim Quantz, Joachim Böttger, Josefine Matthey, Rolf Fricke, Jan Thomsen, Adrian Paschke, Jamal Al Qundus, Thomas Hoppe, Naouel Karam, Frauke Weichhardt, Christian Fillies, Clemens Neudecker, Mike Gerber, Kai Labusch, Vahid Rezanezhad, Robin Schaefer, David Zellhöfer, Daniel Siewert, Patrick Bunk, Lydia Pintscher, Elena Aleynikova, Franziska Heine:
QURATOR: Innovative Technologies for Content and Data Curation. CoRR abs/2004.12195 (2020) - [i5]Malte Ostendorff, Till Blume, Saskia Ostendorff:
Towards an Open Platform for Legal Information. CoRR abs/2005.13342 (2020) - [i4]Malte Ostendorff:
Contextual Document Similarity for Content-based Literature Recommender Systems. CoRR abs/2008.00202 (2020) - [i3]Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm:
Aspect-based Document Similarity for Research Papers. CoRR abs/2010.06395 (2020) - [i2]Philipp Scharpf, Moritz Schubotz, André Greiner-Petter, Malte Ostendorff, Olaf Teschke, Bela Gipp:
ARQMath Lab: An Incubator for Semantic Formula Search in zbMATH Open? CoRR abs/2012.02413 (2020)
2010 – 2019
- 2019
- [c1]Malte Ostendorff, Peter Bourgonje, Maria Berger, Julián Moreno Schneider, Georg Rehm, Bela Gipp:
Enriching BERT with Knowledge Graph Embeddings for Document Classification. KONVENS 2019 - [i1]Malte Ostendorff, Peter Bourgonje, Maria Berger, Julián Moreno Schneider, Georg Rehm, Bela Gipp:
Enriching BERT with Knowledge Graph Embeddings for Document Classification. CoRR abs/1909.08402 (2019)
Coauthor Index
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