Malte Ostendorff

13 papers · 2020–2026 · 5 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Legion

🏆 Keyword Champion (2) 🧬 Topic Evolution 🗃️ Keyword Collector (66) ❓ The Questioner (2) ⚡ Prolific Year · Productive 💎 Century Club · Bronze

Venues

ACL (5) EMNLP (4) COLING (2) ICLR (1) NAACL (1)

Top co-authors

Georg Rehm (9) Pedro Ortiz Suarez (6) Marta Villegas (3) Bela Gipp (2) Manuel Brack (2) Jose Javier Saiz (2) Fabio Barth (2) Aitor Gonzalez-Agirre (2) Raia Abu Ahmad (2) Patrick Schramowski (2)

Research topics

Natural Language Processing (10) Resources & Methods (8) Artificial Intelligence (7) Machine Learning (7) Deep Learning (5) Core AI (5) Learning Types (4) Applications (3) Architectures (3) Core Methods (3) Application Areas (2) Learning Paradigms (2) Techniques (2) Generation (1) Models (1)

Keywords

large language model (4) text classification (3) web data (2) low-resource language (2) multilingual benchmark (2) text summarization (1) efficient training (1) zero-shot learning (1) extractive summarization (1) machine translation (1) named entity recognition (1) multimodal learning (1) semi-supervised learning (1) language identification (1) instruction following (1) attention mechanism (1) corpus construction (1) bert language model (1) document representation (1) fine-grained classification (1)

Papers

CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data ACL 2026 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025 Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025 A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages COLING 2024 Community OSCAR: A Community Effort for Multilingual Web Data EMNLP 2024 Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation EMNLP 2024 Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024 Tokenizer Choice For LLM Training: Negligible or Crucial? NAACL 2024 HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information ACL 2022 Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022 Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments ACL 2021 Aspect-based Document Similarity for Research Papers COLING 2020