medical text

Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025 A General Knowledge Injection Framework for ICD Coding ACL 2025 A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025 CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025 Evaluating Readability Metrics for German Medical Text Simplification COLING 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025 Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025 HARE: an entity and relation centric evaluation framework for histopathology reports EMNLP 2025 LENS: Learning Entities from Narratives of Skin Cancer COLING 2025 Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025 ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025 RainCityNLP at BioLaySumm2025: Extract then Summarize at Home ACL 2025 Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments COLING 2025 0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SemEval 2024 Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain EACL 2024 Experiments in Automated Generation of Discharge Summaries in Italian COLING 2024 Generating Distributable Surrogate Corpus for Medical Multi-label Classification COLING 2024 LARGEMED: A Resource for Identifying and Generating Paraphrases for French Medical Terms COLING 2024 MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain EMNLP 2024 MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024 Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs EACL 2024 Replace, Paraphrase or Fine-tune? Evaluating Automatic Simplification for Medical Texts in Spanish COLING 2024 Study of Medical Text Reading and Comprehension through Eye-Tracking Fixations COLING 2024 Towards AI-supported Health Communication in Plain Language: Evaluating Intralingual Machine Translation of Medical Texts COLING 2024