Active Retrieval Augmented Generation

11 May 2023

Graham Neubig

Papers citing "Active Retrieval Augmented Generation"

50 / 169 papers shown

Title
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zheng Liu RALM LRM 38 0 0 14 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 31 0 0 13 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation J. Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Hao Sun Zile Qiao Jiayan Guo Xuanbo Fan Yingyan Hou Yong-feng Jiang Pengjun Xie Fei Huang Yan Zhang J. Zhou OffRL 58 0 0 07 May 2025
Patchwork: A Unified Framework for RAG Serving Bodun Hu Luis Pabon Saurabh Agarwal Aditya Akella 21 0 0 01 May 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Yangqiu Song Jin Dong Jianxin Li Philip S. Yu 71 1 0 27 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 35 0 0 23 Apr 2025
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions Chang Zong Bin Li Shoujun Zhou Jian Wan Lei Zhang 135 0 0 22 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 56 0 0 22 Apr 2025
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models Jianling Lu Mingqi Lv Tieming Chen RALM 45 0 0 07 Apr 2025
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration Ran Xu W. Shi Yuchen Zhuang Yue Yu Joyce C. Ho Haoyu Wang Carl Yang 26 1 0 07 Apr 2025
Practical Poisoning Attacks against Retrieval-Augmented Generation Baolei Zhang Y. Chen Minghong Fang Zhuqing Liu Lihai Nie Tong Li Zheli Liu SILM AAML 64 0 0 04 Apr 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi J. Zhang AI4MH 63 0 0 03 Apr 2025
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization Di Wu Jia-Chen Gu Kai-Wei Chang Nanyun Peng 34 0 0 01 Apr 2025
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Yubo Wang Xueguang Ma Ping Nie Huaye Zeng Zhiheng Lyu Y. Zhang Benjamin Schneider Yi Lu Xiang Yue Wenhu Chen RALM 48 0 0 01 Apr 2025
RARE: Retrieval-Augmented Reasoning Modeling Zhengren Wang Jiayang Yu Dongsheng Ma Zhuangzhuang Chen Yu Wang ... Feiyu Xiong Yanfeng Wang W. Elwasif Linpeng Tang W. Zhang RALM LRM 42 2 0 30 Mar 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations Song Wang Junhong Lin Xiaojie Guo Julian Shun Jundong Li Yada Zhu LRM 44 2 0 28 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 62 2 0 24 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 28 0 0 23 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Yuhui Wang Yilong Xu Junfeng Fang Lingrui Mei Xueqi Cheng KELM 61 4 0 20 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving Yujin Wang Quanfeng Liu Zhengxin Jiang Tianyi Wang Junfeng Jiao Hongqing Chu B. Gao Hong Chen 60 1 0 18 Mar 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? Tianyuan Qu Longxiang Tang Bohao Peng Senqiao Yang Bei Yu Jiaya Jia VLM 171 0 0 16 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 41 0 0 14 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan Ö. Arik Dong Wang Hamed Zamani J. Han RALM ReLM KELM OffRL AI4TS LRM 84 24 0 12 Mar 2025
Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms Xihuai Wang Y. Li Fuling Wang Bo Jiang Yuhui Wang Yonghong Tian Jin Tang Bin Luo SLR 74 0 0 09 Mar 2025
Learning from Failures in Multi-Attempt Reinforcement Learning Stephen Chung Wenyu Du Jie Fu LRM 40 1 0 04 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 83 2 0 03 Mar 2025
Contextualizing biological perturbation experiments through language Menghua Wu Russell Littman Jacob Levine Lin Qiu Tommaso Biancalani David Richmond Jan-Christian Huetter 34 0 0 28 Feb 2025
Is Relevance Propagated from Retriever to Generator in RAG? Fangzheng Tian Debasis Ganguly Craig Macdonald RALM 47 1 0 24 Feb 2025
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid Yunfeng Li Jiqun Zhang Guofu Liao Xue Shi Junhong Liu 67 0 0 24 Feb 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 108 17 0 17 Feb 2025
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control Jinyan Su Jennifer Healey Preslav Nakov Claire Cardie 3DV 58 1 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang J. Sun J. Han RALM 85 0 0 16 Feb 2025
Combining Large Language Models with Static Analyzers for Code Review Generation Imen Jaoua Oussama Ben Sghaier Houari Sahraoui 65 1 0 10 Feb 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 84 6 0 24 Jan 2025
Personalizing Education through an Adaptive LMS with Integrated LLMs Kyle Spriggs Meng Cheng Lau Kalpdrum Passi AI4Ed 57 0 0 24 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 64 2 0 20 Jan 2025
Iterative Tree Analysis for Medical Critics Zenan Huang Mingwei Li Zheng Zhou Youxin Jiang 112 0 0 18 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Y. Liu 51 0 0 06 Jan 2025
Composing Open-domain Vision with RAG for Ocean Monitoring and Conservation Sepand Dyanatkar Angran Li Alexander Dungate 59 0 0 03 Dec 2024
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Tian Yu Shaolei Zhang Yang Feng RALM 3DV AIFin LRM 79 8 0 29 Nov 2024
DMQR-RAG: Diverse Multi-Query Rewriting for RAG Zhicong Li Jiahao Wang Zhishu Jiang Hangyu Mao Zhongxia Chen Jiazhen Du Yuanxing Zhang Fuzheng Zhang Di Zhang Yong Liu 164 3 0 20 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 83 2 0 18 Nov 2024
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant Yujia Zhou Zheng Liu Zhicheng Dou AIFin LRM RALM 31 2 0 11 Nov 2024
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation Ian Poey Jiajun Liu Qishuai Zhong Adrien Chenailler 58 0 0 06 Nov 2024
Retrieval-Augmented Generation with Estimation of Source Reliability Jeongyeon Hwang Junyoung Park Hyejin Park Sangdon Park Jungseul Ok RALM 42 0 0 30 Oct 2024
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates Hexuan Deng Wenxiang Jiao Xuebo Liu Min Zhang Zhaopeng Tu 40 3 0 28 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 25 3 0 19 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... H. Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 50 7 0 17 Oct 2024