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Medical NLP

324 directly classified papers

Papers per year

Papers

Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025

Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 2025

LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025

Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025

Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025

Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025

Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025

Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025

RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025

Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025

Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025

Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025

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

AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation 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

LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025

Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? 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

A General Knowledge Injection Framework for ICD Coding ACL 2025

FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025

AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025

A Retrieval-Based Approach to Medical Procedure Matching in Romanian ACL 2025