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Healthcare & Medicine › Clinical ›

Medical NLP

332 papers

Papers per year

22

58

45

20

32

52

43

52

8

Papers

Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025

RadEval: A framework for radiology text evaluation EMNLP 2025

CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025

Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025

Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025

Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025

Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025

High-Quality Medical Dialogue Synthesis for Improving EMR Generation EMNLP 2025

Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025

Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025

DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024

MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NIPS 2024

SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024

Characterizing Information Seeking Events in Health-Related Social Discourse AAAI 2024

ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ACL 2024

Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024

Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System ACL 2024

Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ACL 2024

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024

imapScore: Medical Fact Evaluation Made Easy ACL 2024

Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024