Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks

28 April 2023

Papers citing "Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks"

33 / 33 papers shown

Title
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation Jiajun Shen Tong Zhou Yubo Chen Delai Qiu Shengping Liu Kang Liu Jun Zhao HILM RALM 86 0 0 21 Apr 2025
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation Zhenru Zhang Ning Li Qi Liu Rui Li W. Gao Qingyang Mao Zhenya Huang Baosheng Yu Dacheng Tao RALM 39 0 0 11 Apr 2025
LiveVQA: Live Visual Knowledge Seeking Mingyang Fu Yuyang Peng Benlin Liu Yao Wan Danny Chen 28 0 0 07 Apr 2025
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning Kate Sanders Benjamin Van Durme LRM 38 1 0 04 Apr 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Zhicheng Lee S. Cao Jinxin Liu J. Zhang Weichuan Liu Xiaoyin Che Lei Hou Juanzi Li ReLM LRM 97 2 0 27 Mar 2025
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA Venktesh V Mandeep Rathee Avishek Anand RALM LRM 62 0 0 23 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 73 3 0 11 Mar 2025
AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber Attacks Javier Yong Haokai Ma Yunshan Ma Anis Yusof Zhenkai Liang E. Chang 57 0 0 05 Mar 2025
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection Yan Weng Fengbin Zhu Tong Ye Haoyan Liu Fuli Feng Tat-Seng Chua RALM 103 1 0 10 Feb 2025
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models Jiawei Liu Zhuo Chen Miaokun Chen Fengchang Yu Fan Zhang Xiaofeng Wang Wei Lu Xiaozhong Liu AAML SILM 66 0 0 03 Feb 2025
MDEval: Evaluating and Enhancing Markdown Awareness in Large Language Models Zhongpu Chen Y. Liu Long Shi Zhi-Jie Wang Xingyan Chen Yu Zhao Fuji Ren 46 1 0 28 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 70 8 0 21 Jan 2025
Iterative Tree Analysis for Medical Critics Zenan Huang Mingwei Li Zheng Zhou Youxin Jiang 133 0 0 18 Jan 2025
Generating a Low-code Complete Workflow via Task Decomposition and RAG Orlando Marquez Ayala Patrice Béchard 65 1 0 29 Nov 2024
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Amy Xin Jinxin Liu Zijun Yao Zhicheng Li S. Cao Lei Hou Juanzi Li LRM 89 1 0 25 Nov 2024
Length-Induced Embedding Collapse in Transformer-based Models Yuqi Zhou Sunhao Dai Zhanshuo Cao Xiao Zhang Jun Xu 47 0 0 31 Oct 2024
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination Salman Rakin Md. A. R. Shibly Zahin M. Hossain Zeeshan Khan Md. Mostofa Akbar 23 1 0 23 Oct 2024
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models Shicheng Xu Liang Pang Yunchang Zhu Huawei Shen Xueqi Cheng MLLM 38 1 0 16 Oct 2024
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context Sangwon Yu Ik-hwan Kim Jongyoon Song Saehyung Lee Junsung Park Sungroh Yoon LRM 72 0 0 09 Oct 2024
Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models Seongmin Lee Jaewook Shin Youngjin Ahn Seokin Seo Ohjoon Kwon Kee-Eung Kim LRM 17 0 0 28 Sep 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs Sihui Yang Keping Bi Wanqing Cui Jiafeng Guo Xueqi Cheng 23 2 0 23 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 49 8 0 26 Aug 2024
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering Xiaoming Zhang Ming Wang Xiaocui Yang Daling Wang Shi Feng Yifei Zhang RALM 35 5 0 20 Aug 2024
Citekit: A Modular Toolkit for Large Language Model Citation Generation Jiajun Shen Tong Zhou Suifeng Zhao Yubo Chen Kang Liu HILM KELM 43 7 0 06 Aug 2024
ALiiCE: Evaluating Positional Fine-grained Citation Generation Yilong Xu Jinhua Gao Xiaoming Yu Baolong Bi Huawei Shen Xueqi Cheng HILM 31 5 0 19 Jun 2024
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation Shuting Wang Xin Yu Mang Wang Weipeng Chen Yutao Zhu Zhicheng Dou RALM 40 7 0 18 Jun 2024
Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop Yuqi Zhou Sunhao Dai Liang Pang Gang Wang Zhenhua Dong Jun Xu Jirong Wen 46 8 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 34 83 0 28 May 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 53 19 0 24 Apr 2024
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation Shicheng Xu Liang Pang Jun Xu Huawei Shen Xueqi Cheng RALM 28 4 0 05 Feb 2024
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 267 2,510 0 06 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 414 0 03 Oct 2022
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 314 3,273 0 21 Mar 2022