medical domain

Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs AAAI 2026 Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital EACL 2026 Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025 Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025 Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025 Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ACL 2025 Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain EMNLP 2025 Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025 M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025 Med-CoDE: Medical Critique based Disagreement Evaluation Framework NAACL 2025 MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025 Medical Spoken Named Entity Recognition NAACL 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder ACL 2025 MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation EMNLP 2025 Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025 Polish-English medical knowledge transfer: A new benchmark and results EMNLP 2025 ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ACL 2025 Small Models are LLM Knowledge Triggers for Medical Tabular Prediction ICLR 2025 TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025 TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP 2024 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024