Dialogue to Question Generation for Evidence-based Medical Guideline Agent Development
Fuente:
arXiv
Saved in:
| Main Authors: | Ji, Zongliang, Zhang, Ziyang, Tan, Xincheng, Thompson, Matthew, Goldenberg, Anna, Yang, Carl, Krishnan, Rahul G., Zhang, Fan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Measurement Scheduling for ICU Patients with Offline Reinforcement Learning
by: Ji, Zongliang, et al.
Published: (2024)
by: Ji, Zongliang, et al.
Published: (2024)
Can we generate portable representations for clinical time series data using LLMs?
by: Ji, Zongliang, et al.
Published: (2026)
by: Ji, Zongliang, et al.
Published: (2026)
ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders
by: Ji, Zongliang, et al.
Published: (2025)
by: Ji, Zongliang, et al.
Published: (2025)
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
by: Rezaei, Mohammad Reza, et al.
Published: (2025)
by: Rezaei, Mohammad Reza, et al.
Published: (2025)
ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development
by: Huy, Ta Duc, et al.
Published: (2023)
by: Huy, Ta Duc, et al.
Published: (2023)
Retrieval-augmented GUI Agents with Generative Guidelines
by: Xu, Ran, et al.
Published: (2025)
by: Xu, Ran, et al.
Published: (2025)
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems
by: Ji, Yuelyu, et al.
Published: (2025)
by: Ji, Yuelyu, et al.
Published: (2025)
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation
by: Zhong, Jialun, et al.
Published: (2025)
by: Zhong, Jialun, et al.
Published: (2025)
Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications
by: Suresh, Sathya Krishnan, et al.
Published: (2024)
by: Suresh, Sathya Krishnan, et al.
Published: (2024)
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation
by: He, Yuhong, et al.
Published: (2024)
by: He, Yuhong, et al.
Published: (2024)
PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues
by: Zent, Matthew, et al.
Published: (2025)
by: Zent, Matthew, et al.
Published: (2025)
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment
by: Dou, Chengfeng, et al.
Published: (2024)
by: Dou, Chengfeng, et al.
Published: (2024)
Structured Dialogue System for Mental Health: An LLM Chatbot Leveraging the PM+ Guidelines
by: Chen, Yixiang, et al.
Published: (2024)
by: Chen, Yixiang, et al.
Published: (2024)
Listening to Patients: A Framework of Detecting and Mitigating Patient Misreport for Medical Dialogue Generation
by: Qin, Lang, et al.
Published: (2024)
by: Qin, Lang, et al.
Published: (2024)
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
by: Razumovskaia, Evgeniia, et al.
Published: (2023)
by: Razumovskaia, Evgeniia, et al.
Published: (2023)
Effects of Cross-lingual Evidence in Multilingual Medical Question Answering
by: Yeginbergen, Anar, et al.
Published: (2026)
by: Yeginbergen, Anar, et al.
Published: (2026)
NeoQA: Evidence-based Question Answering with Generated News Events
by: Glockner, Max, et al.
Published: (2025)
by: Glockner, Max, et al.
Published: (2025)
Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering
by: Du, Haowei, et al.
Published: (2024)
by: Du, Haowei, et al.
Published: (2024)
Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG
by: Li, Yubo, et al.
Published: (2026)
by: Li, Yubo, et al.
Published: (2026)
Refine Medical Diagnosis Using Generation Augmented Retrieval and Clinical Practice Guidelines
by: Li, Wenhao, et al.
Published: (2025)
by: Li, Wenhao, et al.
Published: (2025)
Synthesis and Evaluation of Long-term History-aware Medical Dialogue
by: Hu, Hebin, et al.
Published: (2026)
by: Hu, Hebin, et al.
Published: (2026)
ThReadMed-QA: A Multi-Turn Medical Dialogue Benchmark from Real Patient Questions
by: Munnangi, Monica, et al.
Published: (2026)
by: Munnangi, Monica, et al.
Published: (2026)
TableZoomer: A Collaborative Agent Framework for Large-scale Table Question Answering
by: Xiong, Sishi, et al.
Published: (2025)
by: Xiong, Sishi, et al.
Published: (2025)
Graph Query Generation with Constraint-guided Large Language Agents
by: Wang, Mengying, et al.
Published: (2026)
by: Wang, Mengying, et al.
Published: (2026)
Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)
by: Khlaut, Julien, et al.
Published: (2024)
Improved LLM Agents for Financial Document Question Answering
by: Tan, Nelvin, et al.
Published: (2025)
by: Tan, Nelvin, et al.
Published: (2025)
From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
by: Li, Lei, et al.
Published: (2025)
by: Li, Lei, et al.
Published: (2025)
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
by: Ulmer, Dennis, et al.
Published: (2024)
by: Ulmer, Dennis, et al.
Published: (2024)
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis
by: Xu, Kaishuai, et al.
Published: (2024)
by: Xu, Kaishuai, et al.
Published: (2024)
LinguaGame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation
by: Ye, Yuxiao, et al.
Published: (2026)
by: Ye, Yuxiao, et al.
Published: (2026)
PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models
by: Han, Ji-Eun, et al.
Published: (2024)
by: Han, Ji-Eun, et al.
Published: (2024)
Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation
by: Pu, Jiashu, et al.
Published: (2024)
by: Pu, Jiashu, et al.
Published: (2024)
Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation
by: Sun, Liwen, et al.
Published: (2026)
by: Sun, Liwen, et al.
Published: (2026)
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment
by: Sun, Hongda, et al.
Published: (2025)
by: Sun, Hongda, et al.
Published: (2025)
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
by: Liang, Sichu, et al.
Published: (2025)
by: Liang, Sichu, et al.
Published: (2025)
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023)
by: Shi, Yucheng, et al.
Published: (2023)
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams
by: Zhu, Yunqi, et al.
Published: (2024)
by: Zhu, Yunqi, et al.
Published: (2024)
DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection
by: Behrouzi, Tina, et al.
Published: (2025)
by: Behrouzi, Tina, et al.
Published: (2025)
AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
by: Capstick, Alexander, et al.
Published: (2024)
by: Capstick, Alexander, et al.
Published: (2024)
Similar Items
-
Measurement Scheduling for ICU Patients with Offline Reinforcement Learning
by: Ji, Zongliang, et al.
Published: (2024) -
Can we generate portable representations for clinical time series data using LLMs?
by: Ji, Zongliang, et al.
Published: (2026) -
ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders
by: Ji, Zongliang, et al.
Published: (2025) -
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
by: Rezaei, Mohammad Reza, et al.
Published: (2025) -
ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development
by: Huy, Ta Duc, et al.
Published: (2023)