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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? ACL 2026
Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation ACL 2026
CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering ACL 2026
CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation ACL 2026
FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ACL 2026
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ACL 2026
LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering ACL 2026
MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images MIDL 2026
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025
Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025
LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025
Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ACL 2025
Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025
LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025
Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025
RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025
A General Knowledge Injection Framework for ICD Coding ACL 2025
FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025
Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025
Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025
Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025