Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach

Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach

18 July 2024

Mengshu Sun

Lei Liang

Papers citing "Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach"

8 / 8 papers shown

Title
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 36 0 0 25 Apr 2025
Credible plan-driven RAG method for Multi-hop Question Answering Ningning Zhang Chi Zhang Zhizhong Tan Xingxing Yang Weiping Deng Wenyong Wang LRM 21 0 0 23 Apr 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers Zhuocheng Zhang Yang Feng Min Zhang 45 1 0 25 Feb 2025
Iterative Tree Analysis for Medical Critics Zenan Huang Mingwei Li Zheng Zhou Youxin Jiang 42 0 0 18 Jan 2025
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Zhiqiang Zhang Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 34 3 0 10 Sep 2024
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Guangzhi Xiong Qiao Jin Xiao Wang Minjia Zhang Zhiyong Lu Aidong Zhang RALM 32 9 0 01 Aug 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 135 600 0 17 Oct 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022