medical dialogue

MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents AAAI 2026 Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning EMNLP 2025 EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels IJCNLP 2025 Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025 High-Quality Medical Dialogue Synthesis for Improving EMR Generation EMNLP 2025 Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025 RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025 Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024 MedDialog-FR: A French Version of the MedDialog Corpus for Multi-label Classification and Response Generation Related to Women’s Intimate Health COLING 2024 MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations EMNLP 2024 Synthetic Arabic Medical Dialogues Using Advanced Multi-Agent LLM Techniques ACL 2024 Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn Dialogue AAAI 2024 clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues ACL 2023 DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization ACL 2023 Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023 KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ACL 2023 Medical Dialogue Generation via Dual Flow Modeling ACL 2023 MidMed: Towards Mixed-Type Dialogues for Medical Consultation ACL 2023 MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis AAAI 2023 Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023 PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023 UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ACL 2023 A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022