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Malte Ostendorff

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Tokenizer Choice For LLM Training: Negligible or Crucial?

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Oct 18, 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

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AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge

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Jul 22, 2023
Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes

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Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

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Jan 23, 2023
Malte Ostendorff, Georg Rehm

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Specialized Document Embeddings for Aspect-based Similarity of Research Papers

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Mar 28, 2022
Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm

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HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information

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Mar 17, 2022
Qian Ruan, Malte Ostendorff, Georg Rehm

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Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings

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Feb 14, 2022
Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm

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A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles

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Sep 16, 2021
Malte Ostendorff, Corinna Breitinger, Bela Gipp

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Evaluating Document Representations for Content-based Legal Literature Recommendations

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Apr 28, 2021
Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julian Moreno-Schneider, Georg Rehm

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