Jan Bakker

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

EMNLP (3) COLING (1)

Top co-authors

Jaap Kamps (4) Taiki Papandreou (1)

Research topics

Healthcare & Medicine (3) Machine Learning (3) Natural Language Processing (3) Applications · Natural Language Processing (3) Clinical (3) Generation (3) Learning Types (3) Computer Science (1) Applications · Computer Science (1) Core Methods (1)

Keywords

text simplification (2) biomedical text (2) sentence alignment (2) text alignment (1) neural text generation (1) sentence classification (1) systematic review (1) lay summary (1) section classification (1) reproducibility study (1) context-aware modeling (1) large language model (1) biomedical abstract (1) document simplification (1) medical text simplification (1) jargon detection (1) document-level planning (1) sentence-level simplification (1) aligned dataset (1) lay summaries (1)

Papers

Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 Section-Level Simplification of Biomedical Abstracts EMNLP 2025 Beyond Sentence-level Text Simplification: Reproducibility Study of Context-Aware Document Simplification COLING 2024 Cochrane-auto: An Aligned Dataset for the Simplification of Biomedical Abstracts EMNLP 2024