Improving Retrieval-Augmented Generation in Medicine with Iterative
Follow-up Questions

Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions

1 August 2024

Aidong Zhang

Papers citing "Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions"

14 / 14 papers shown

Title
POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui J. Wang Jun Zhou 30 0 0 21 Apr 2025
Out of Style: RAG's Fragility to Linguistic Variation Tianyu Cao Neel Bhandari Akhila Yerukola Akari Asai Maarten Sap 32 1 0 11 Apr 2025
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation Yixiang Chen Penglei Sun Xiang Li Xiaowen Chu 38 0 0 10 Apr 2025
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development Leming Shen Qiang Yang Xinyu Huang Zijing Ma Yuanqing Zheng 27 1 0 02 Mar 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering Sichu Liang Linhai Zhang Hongyu Zhu Wenwen Wang Yulan He Deyu Zhou RALM 48 0 0 19 Feb 2025
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering? Yucheng Shi Tianze Yang Canyu Chen Quanzheng Li Tianming Liu Xinfeng Li Ninghao Liu MedIm 50 2 0 18 Feb 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Hieu Tran Zonghai Yao Junda Wang Yifan Zhang Zhichao Yang Hong-ye Yu LRM 79 6 0 03 Dec 2024
GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherence MD Ragib Shahriyear AI4TS LM&MA 41 0 0 09 Nov 2024
Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 Christopher Malon LRM 44 1 0 08 Nov 2024
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering Jiwoong Sohn Yein Park Chanwoong Yoon Sihyeon Park Hyeon Hwang Mujeen Sung Hyunjae Kim Jaewoo Kang RALM 67 6 0 01 Nov 2024
HEALTH-PARIKSHA: Assessing RAG Models for Health Chatbots in Real-World Multilingual Settings Varun Gumma Anandhita Raghunath Mohit Jain Sunayana Sitaram LM&MA 34 1 0 17 Oct 2024
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 116 146 0 01 Mar 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 349 3,314 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 447 8,650 0 28 Jan 2022