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Medical AI

1040 directly classified papers

Papers per year

Papers

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025

SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025

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

Bridging the Gap: Inclusive Artificial Intelligence for Patient-Oriented Language Processing in Conversational Agents in Healthcare NAACL 2025

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

Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025

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

Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025

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

Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge EMNLP 2025

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

Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025

LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA ACL 2025

Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025

CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025

Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025

Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025

Evaluating Health Question Answering Under Readability-Controlled Style Perturbations EMNLP 2025

Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025

LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025

Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025

ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025

PetEVAL: A veterinary free text electronic health records benchmark ACL 2025

Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025

MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025