conftrace_

medical text

67 papers

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named entity recognition (2813) text classification (6793) text simplification (298) clinical nlp (172) text summarization (896) large language model (13587) text generation (2913) information extraction (1090) medical nlp (56) medical text classification (21)

Papers

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