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Medical AI

1040 directly classified papers

Papers per year

Papers

Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025
AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025
Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025
UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025
Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025
BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025
CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025