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Papers
MedCite: Can Language Models Generate Verifiable Text for Medicine?
ACL 2025
Med-CoDE: Medical Critique based Disagreement Evaluation Framework
NAACL 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis
ACL 2025
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes
ACL 2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
AACL 2025
MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics
NAACL 2025
MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses
EMNLP 2025
Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations
EMNLP 2025
Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting
EMNLP 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
COLING 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
NAACL 2025
MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning
EMNLP 2025
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
NAACL 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
ACL 2025
MedRAX: Medical Reasoning Agent for Chest X-ray
ICML 2025
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
AAAI 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections
ACL 2025
MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf
EMNLP 2025
MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
ACL 2025
MEGen: Generative Backdoor into Large Language Models via Model Editing
ACL 2025
MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP
ACL 2025
MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language
IJCNLP 2025
MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
ICML 2025
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
ACL 2025
Membership and Memorization in LLM Knowledge Distillation
EMNLP 2025