Malte Ostendorff

55 papers A* 2A 1B 6C 1Misc 1Journal 27Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data. CoRR Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett, Rafael Mosquera Gómez, Sara Hincapié Monsalve, Thom Vaughan, Damian Stewart, Malte Ostendorff, Idris Abdulmumin, Vukosi Marivate, Shamsuddeen Hassan Muhammad, Atnafu Lambebo Tonja, Hend Al-Khalifa, Nadia Ghezaiel Hammouda, Verrah Otiende, Tack Hwa Wong, Jakhongir Saydaliev, Melika Nobakhtian, Muhammad Ravi Shulthan Habibi, Chalamalasetti Kranti, Carol Muchemi, Khang Nguyen, Faisal Muhammad Adam, Luis Frentzen Salim, Reem Alqifari, Cynthia Amol, Joseph Marvin Imperial, Ilker Kesen, Ahmad Mustafid, Pavel Stepachev, Leshem Choshen, David Anugraha, Hamada Nayel, Seid Muhie Yimam, Vallerie Alexandra Putra, My Chiffon Nguyen, Azmine Toushik Wasi, Gouthami Vadithya, Rob van der Goot, Lanwenn Ar C'horr, Karan Dua, Andrew Yates, Mithil Bangera, Yeshil Bangera, Hitesh Laxmichand Patel, Shu Okabe, Fenal Ashokbhai Ilasariya, Dmitry Gaynullin, Genta Indra Winata, Yiyuan Li, Juan Pablo Martínez, Amit Agarwal, Ikhlasul Akmal Hanif, Raia Abu Ahmad, Esther Adenuga, Filbert Aurelian Tjiaranata, Weerayut Buaphet, Michael Anugraha, Sowmya Vajjala, Benjamin Rice, Azril Hafizi Amirudin, Jesujoba O. Alabi, Srikant Panda, Yassine Toughrai, Bruhan Kyomuhendo, Daniel Ruffinelli, Akshata A, Manuel Goulão, Ej Zhou, Ingrid Gabriela Franco Ramirez, Cristina Aggazzotti, Konstantin Dobler, Jun Kevin, Quentin Pagès, Nicholas Andrews, Nuhu Ibrahim, Mattes Ruckdeschel, Amr Keleg, Mike Zhang, Casper Muziri, Saron Samuel, Sotaro Takeshita, Kun Kerdthaisong, Luca Foppiano, Rasul Dent, Tommaso Green, Ahmad Mustapha Wali, Kamohelo Makaaka, Vicky Feliren, Inshirah Idris, Hande Çelikkanat, Abdulhamid Abubakar, Jean Maillard, Benoît Sagot, Thibault Clérice, Kenton Murray, Sarah Luger
2025	J	`jnl`	MMTEB: Massive Multilingual Text Embedding Benchmark. CoRR Kenneth C. Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzeminski, Genta Indra Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Gabriel Sequeira, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çagatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafal Poswiata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Philipp Harries, Loïc Magne, Isabelle Mohr, Mariya Hendriksen, Dawei Zhu, Hippolyte Gisserot-Boukhlef, Tom Aarsen, Jan Kostkan, Konrad Wojtasik, Taemin Lee, Marek Suppa, Crystina Zhang, Roberta Rocca, Mohammed Hamdy, Andrianos Michail, John Yang, Manuel Faysse, Aleksei Vatolin, Nandan Thakur, Manan Dey, Dipam Vasani, Pranjal A. Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lù, Jordan Clive, Gayatri Krishnakumar, Anna Maksimova, Silvan Wehrli, Maria Tikhonova, Henil Panchal, Aleksandr Abramov, Malte Ostendorff, Zheng Liu, Simon Clematide, Lester James V. Miranda, Alena Fenogenova, Guangyu Song, Ruqiya Bin Safi, Wen-Ding Li, Alessia Borghini, Federico Cassano, Hongjin Su, Jimmy Lin, Howard Yen, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff
2025	A*	`conf`	Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP Luca Moroni, Javier Aula-Blasco, Simone Conia, Irene Baucells, Naiara Pérez, Silvia Paniagua Suárez, Anna Salles, Malte Ostendorff, Júlia Falcão, Guijin Son, Aitor Gonzalez-Agirre, Roberto Navigli, Marta Villegas
2025	J	`jnl`	Rapidly developing NLP applications for content curation. Lang. Resour. Evaluation Julián Moreno Schneider, Malte Ostendorff, Konstantin Schulz, Karolina Zaczynska, Florian Kintzel, Georg Rehm
2025	J	`jnl`	SciLaD: A Large-Scale, Transparent, Reproducible Dataset for Natural Scientific Language Processing. CoRR Luca Foppiano, Sotaro Takeshita, Pedro Ortiz Suarez, Ekaterina Borisova, Raia Abu Ahmad, Malte Ostendorff, Fabio Barth, Julián Moreno Schneider, Georg Rehm
2025	J	`jnl`	Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data. CoRR Ekaterina Borisova, Fabio Barth, Nils Feldhus, Raia Abu Ahmad, Malte Ostendorff, Pedro Ortiz Suarez, Georg Rehm, Sebastian Möller
2025	A	`conf`	Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs. ECAI 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 John, Pedro Ortiz Suarez, Malte Ostendorff, Alex Jude, Lalith Manjunath, Samuel Weinbach, Carolin Penke, Oleg Filatov, Fabio Barth, Paramita Mirza, Lucas Weber, Ines Wendler, Rafet Sifa, Fabian Küch, Andreas Herten, René Jäkel, Georg Rehm, Stefan Kesselheim, Joachim Köhler, Nicolas Flores-Herr
2024	—	`conf`	A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages. LREC/COLING 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
2024	J	`jnl`	Data Processing for the OpenGPT-X Model Family. CoRR 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
2024	J	`jnl`	Investigating Gender Bias in Turkish Language Models. CoRR Orhun Caglidil, Malte Ostendorff, Georg Rehm
2024	—	`conf`	Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation. WMT Eleftherios Avramidis, Annika Grützner-Zahn, Manuel Brack, Patrick Schramowski, Pedro Ortiz Suarez, Malte Ostendorff, Fabio Barth, Shushen Manakhimova, Vivien Macketanz, Georg Rehm, Kristian Kersting
2024	J	`jnl`	Reward Modeling with Weak Supervision for Language Models. CoRR Ben Hauptvogel, Malte Ostendorff, Georg Rehm, Sebastian Möller
2024	—	`conf`	Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. ACL (Findings) Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm
2024	J	`jnl`	Symmetric Dot-Product Attention for Efficient Training of BERT Language Models. CoRR Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm
2024	J	`jnl`	Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs. CoRR 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
2024	—	`conf`	Tokenizer Choice For LLM Training: Negligible or Crucial? NAACL-HLT (Findings) 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
2023	—	`—`	Aspect-based Document Similarity for Literature Recommender Systems. Malte Ostendorff
2023	Misc	`conf`	AspectCSE: Sentence Embeddings for Aspect-Based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge. RANLP Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes
2023	J	`jnl`	AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge. CoRR Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes
2023	J	`jnl`	Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning. CoRR Malte Ostendorff, Georg Rehm
2023	—	`conf`	Integration of a Semantic Storytelling Recommender System in Speech Assistants. Text2Story@ECIR María González-García, Julián Moreno Schneider, Malte Ostendorff, Georg Rehm
2023	J	`jnl`	Tokenizer Choice For LLM Training: Negligible or Crucial? CoRR 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
2022	B	`conf`	Claim Extraction and Law Matching for COVID-19-related Legislation. LREC Niklas Dehio, Malte Ostendorff, Georg Rehm
2022	B	`conf`	Generating Extended and Multilingual Summaries with Pre-trained Transformers. LREC Rémi Calizzano, Malte Ostendorff, Qian Ruan, Georg Rehm
2022	—	`conf`	HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. ACL (Findings) Qian Ruan, Malte Ostendorff, Georg Rehm
2022	J	`jnl`	HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. CoRR Qian Ruan, Malte Ostendorff, Georg Rehm
2022	—	`conf`	Identification of Relations between Text Segments for Semantic Storytelling. Qurator Georg Rehm, Malte Ostendorff, Rémi Calizzano, Karolina Zaczynska, Julián Moreno Schneider
2022	A*	`conf`	Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. EMNLP Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
2022	J	`jnl`	Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. CoRR Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
2022	B	`conf`	Semantic Relations between Text Segments for Semantic Storytelling: Annotation Tool - Dataset - Evaluation. LREC Michael Raring, Malte Ostendorff, Georg Rehm
2022	J	`jnl`	Specialized Document Embeddings for Aspect-based Similarity of Research Papers. CoRR Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm
2022	—	`conf`	Specialized document embeddings for aspect-based similarity of research papers. JCDL Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm
2021	—	`conf`	A Qualitative Evaluation of User Preference for Link-Based vs. Text-Based Recommendations of Wikipedia Articles. ICADL Malte Ostendorff, Corinna Breitinger, Bela Gipp
2021	J	`jnl`	A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles. CoRR Malte Ostendorff, Corinna Breitinger, Bela Gipp
2021	—	`conf`	DFKI SLT at GermEval 2021: Multilingual Pre-training and Data Augmentation for the Classification of Toxicity in Social Media Comments. GermEval@KONVENS Rémi Calizzano, Malte Ostendorff, Georg Rehm
2021	J	`jnl`	Evaluating Document Representations for Content-based Legal Literature Recommendations. CoRR Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm
2021	C	`conf`	Evaluating document representations for content-based legal literature recommendations. ICAIL Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm
2021	B	`conf`	Ordering sentences and paragraphs with pre-trained encoder-decoder transformers and pointer ensembles. DocEng Rémi Calizzano, Malte Ostendorff, Georg Rehm
2020	—	`conf`	ARQMath Lab: An Incubator for Semantic Formula Search in zbMATH Open? CLEF (Working Notes) Philipp Scharpf, Moritz Schubotz, André Greiner-Petter, Malte Ostendorff, Olaf Teschke, Bela Gipp
2020	J	`jnl`	ARQMath Lab: An Incubator for Semantic Formula Search in zbMATH Open? CoRR Philipp Scharpf, Moritz Schubotz, André Greiner-Petter, Malte Ostendorff, Olaf Teschke, Bela Gipp
2020	B	`conf`	Aspect-based Document Similarity for Research Papers. COLING Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm
2020	J	`jnl`	Aspect-based Document Similarity for Research Papers. CoRR Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm
2020	J	`jnl`	Contextual Document Similarity for Content-based Literature Recommender Systems. CoRR Malte Ostendorff
2020	B	`conf`	Named Entities in Medical Case Reports: Corpus and Experiments. LREC Sarah Schulz, Jurica Seva, Samuel Rodríguez, Malte Ostendorff, Georg Rehm
2020	J	`jnl`	Named Entities in Medical Case Reports: Corpus and Experiments. CoRR Sarah Schulz, Jurica Seva, Samuel Rodríguez, Malte Ostendorff, Georg Rehm
2020	—	`conf`	Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. JCDL Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp
2020	J	`jnl`	Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. CoRR Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp
2020	—	`conf`	QURATOR: Innovative Technologies for Content and Data Curation. Qurator 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
2020	J	`jnl`	QURATOR: Innovative Technologies for Content and Data Curation. CoRR 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
2020	—	`conf`	Towards Discourse Parsing-inspired Semantic Storytelling. Qurator Georg Rehm, Karolina Zaczynska, Julián Moreno Schneider, Malte Ostendorff, Maria Berger, Jens Rauenbusch, André Schmidt, Mikka Wild
2020	J	`jnl`	Towards Discourse Parsing-inspired Semantic Storytelling. CoRR Georg Rehm, Karolina Zaczynska, Julián Moreno Schneider, Malte Ostendorff, Peter Bourgonje, Maria Berger, Jens Rauenbusch, André Schmidt, Mikka Wild
2020	—	`conf`	Towards an Open Platform for Legal Information. JCDL Malte Ostendorff, Till Blume, Saskia Ostendorff
2020	J	`jnl`	Towards an Open Platform for Legal Information. CoRR Malte Ostendorff, Till Blume, Saskia Ostendorff
2019	—	`conf`	Enriching BERT with Knowledge Graph Embeddings for Document Classification. KONVENS Malte Ostendorff, Peter Bourgonje, Maria Berger, Julián Moreno Schneider, Georg Rehm, Bela Gipp
2019	J	`jnl`	Enriching BERT with Knowledge Graph Embeddings for Document Classification. CoRR Malte Ostendorff, Peter Bourgonje, Maria Berger, Julián Moreno Schneider, Georg Rehm, Bela Gipp