Malte Ostendorff

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 42

Top Topics

Document Representation

Top Venues

Publications

Orhun Caglidil, Malte Ostendorff, Georg Rehm
Investigating Gender Bias in Turkish Language Models. CoRR (2024)
Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. CoRR (2024)
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)
Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. ACL (Findings) (2024)
Malte Ostendorff, Georg Rehm
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning. CoRR (2023)
María González-García, Julián Moreno Schneider, Malte Ostendorff, Georg Rehm
Integration of a Semantic Storytelling Recommender System in Speech Assistants. Text2Story@ECIR (2023)
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 (2023)
Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge. CoRR (2023)
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)
Michael Raring, Malte Ostendorff, Georg Rehm
Semantic Relations between Text Segments for Semantic Storytelling: Annotation Tool - Dataset - Evaluation. LREC (2022)
Georg Rehm, Malte Ostendorff, Rémi Calizzano, Karolina Zaczynska, Julián Moreno Schneider
Identification of Relations between Text Segments for Semantic Storytelling. Qurator (2022)
Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. EMNLP (2022)
Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm
Specialized document embeddings for aspect-based similarity of research papers. JCDL (2022)
Rémi Calizzano, Malte Ostendorff, Qian Ruan, Georg Rehm
Generating Extended and Multilingual Summaries with Pre-trained Transformers. LREC (2022)
Niklas Dehio, Malte Ostendorff, Georg Rehm
Claim Extraction and Law Matching for COVID-19-related Legislation. LREC (2022)
Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. CoRR (2022)
Qian Ruan, Malte Ostendorff, Georg Rehm
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. ACL (Findings) (2022)
Qian Ruan, Malte Ostendorff, Georg Rehm
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. CoRR (2022)
Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm
Specialized Document Embeddings for Aspect-based Similarity of Research Papers. CoRR (2022)
Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm
Evaluating document representations for content-based legal literature recommendations. ICAIL (2021)
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)
Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm
Evaluating Document Representations for Content-based Legal Literature Recommendations. CoRR (2021)
Malte Ostendorff, Corinna Breitinger, Bela Gipp
A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles. CoRR (2021)
Rémi Calizzano, Malte Ostendorff, Georg Rehm
Ordering sentences and paragraphs with pre-trained encoder-decoder transformers and pointer ensembles. DocEng (2021)
Malte Ostendorff, Corinna Breitinger, Bela Gipp
A Qualitative Evaluation of User Preference for Link-Based vs. Text-Based Recommendations of Wikipedia Articles. ICADL (2021)
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)
Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm
Aspect-based Document Similarity for Research Papers. COLING (2020)
Sarah Schulz, Jurica Seva, Samuel Rodríguez, Malte Ostendorff, Georg Rehm
Named Entities in Medical Case Reports: Corpus and Experiments. CoRR (2020)
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)
Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm
Aspect-based Document Similarity for Research Papers. CoRR (2020)
Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. CoRR (2020)
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)
Malte Ostendorff, Till Blume, Saskia Ostendorff
Towards an Open Platform for Legal Information. JCDL (2020)
Sarah Schulz, Jurica Seva, Samuel Rodríguez, Malte Ostendorff, Georg Rehm
Named Entities in Medical Case Reports: Corpus and Experiments. LREC (2020)
Malte Ostendorff, Till Blume, Saskia Ostendorff
Towards an Open Platform for Legal Information. CoRR (2020)
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 (2020)
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 (2020)
Malte Ostendorff
Contextual Document Similarity for Content-based Literature Recommender Systems. CoRR (2020)
Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. JCDL (2020)
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 (2020)
Malte Ostendorff, Peter Bourgonje, Maria Berger, Julián Moreno Schneider, Georg Rehm, Bela Gipp
Enriching BERT with Knowledge Graph Embeddings for Document Classification. CoRR (2019)
Malte Ostendorff, Peter Bourgonje, Maria Berger, Julián Moreno Schneider, Georg Rehm, Bela Gipp
Enriching BERT with Knowledge Graph Embeddings for Document Classification. KONVENS (2019)