conftrace_

medical nlp

56 papers

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Co-occurring keywords

large language model (13587) clinical nlp (172) named entity recognition (2813) text classification (6793) clinical text (191) question answering (2963) medical domain (82) transformer model (1996) information extraction (1090) multilingual nlp (1426)

Papers

Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026
Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026
Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks EACL 2026
Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025
Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025
Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025
GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024
Italian Word Embeddings for the Medical Domain COLING 2024
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition COLING 2024
Experiments in Automated Generation of Discharge Summaries in Italian COLING 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024
Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition ACL 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024
MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch NAACL 2024
SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SEMEVAL 2023
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023
NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models SEMEVAL 2023