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Active Retrieval Augmented Generation
v1v2 (latest)

Active Retrieval Augmented Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
11 May 2023
Zhengbao Jiang
Frank F. Xu
Luyu Gao
Zhiqing Sun
Qian Liu
Jane Dwivedi-Yu
Yiming Yang
Jamie Callan
Graham Neubig
    RALM
ArXiv (abs)PDFHTMLHuggingFace (3 upvotes)Github (633★)

Papers citing "Active Retrieval Augmented Generation"

50 / 242 papers shown
Deep Research Agents: A Systematic Examination And Roadmap
Deep Research Agents: A Systematic Examination And Roadmap
Y. Huang
Yihao Chen
Haozheng Zhang
Kang Li
Huichi Zhou
...
Lifeng Shang
Songcen Xu
Jianye Hao
Youssef Attia El Hili
Jun Wang
LLMAG
304
46
0
22 Jun 2025
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage ProcessingInternational Symposium on Computer Architecture (ISCA), 2025
Kangqi Chen
Andreas Kosmas Kakolyris
Rakesh Nadig
Manos Frouzakis
Nika Mansouri-Ghiasi
Yu Liang
Haiyu Mao
Mohammad Sadrosadati
Mohammad Sadrosadati
Onur Mutlu
RALM
290
2
0
19 Jun 2025
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
Hyunji Lee
Seunghyun Yoon
Yunjae Won
Hanseok Oh
Geewook Kim
Trung H. Bui
Franck Dernoncourt
Elias Stengel-Eskin
Mohit Bansal
Minjoon Seo
LRM
251
2
0
18 Jun 2025
Maximally-Informative Retrieval for State Space Model Generation
Maximally-Informative Retrieval for State Space Model Generation
Evan Becker
Benjamin Bowman
Matthew Trager
Tian Yu Liu
Luca Zancato
Wei Xia
Stefano Soatto
RALM
268
0
0
13 Jun 2025
KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs
KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs
Dingjun Wu
Y. Yan
Zhenghao Liu
Zhiyuan Liu
Maosong Sun
293
4
0
11 Jun 2025
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
Sanjoy Chowdhury
Mohamed Elmoghany
Yohan Abeysinghe
Mahmoud Ahmed
Sayan Nag
Salman Khan
Mohamed Elhoseiny
Dinesh Manocha
381
5
0
08 Jun 2025
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions
Saptarshi Sengupta
Shuhua Yang
Paul Kwong Yu
Fali Wang
Suhang Wang
211
1
0
06 Jun 2025
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
Rong Wu
Pinlong Cai
Jianbiao Mei
Licheng Wen
T. Hu
X. J. Yang
Daocheng Fu
Botian Shi
LRM
283
4
0
01 Jun 2025
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways
Kailin Jiang
Yuntao Du
Yukai Ding
Yuchen Ren
Ning Jiang
Zhi Gao
Zilong Zheng
Lei Liu
Bin Li
Qing Li
KELM
241
2
0
30 May 2025
Maximizing Confidence Alone Improves Reasoning
Maximizing Confidence Alone Improves Reasoning
Mihir Prabhudesai
Lili Chen
Alex Ippoliti
Katerina Fragkiadaki
Hao Liu
Deepak Pathak
OODOffRLReLMLRM
507
48
0
28 May 2025
Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning
Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning
Chunyi Peng
Zhipeng Xu
Zhenghao Liu
Yishan Li
Shi Yu
...
Zhiyuan Liu
Yu Gu
Minghe Yu
Ge Yu
Maosong Sun
LRM
266
3
0
28 May 2025
Test-Time Learning for Large Language Models
Test-Time Learning for Large Language Models
Jinwu Hu
Zhitian Zhang
Guohao Chen
Xutao Wen
Chao Shuai
Wei Luo
Bin Xiao
Yuanqing Li
Zhuliang Yu
440
13
0
27 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
Thang Nguyen
Peter Chin
Yu-Wing Tai
LRM
430
14
0
26 May 2025
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Yuhao Wang
Wenjie Qu
Shengfang Zhai
Zichen Liu
Zichen Liu
Shengfang Zhai
Yinpeng Dong
Jiaheng Zhang
SILM
251
5
0
21 May 2025
CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution
Minghao Shao
Haoran Xi
Nanda Rani
Meet Udeshi
Venkata Sai Charan Putrevu
...
Sandeep K. Shukla
Prashanth Krishnamurthy
Farshad Khorrami
Ramesh Karri
Muhammad Shafique
252
5
1
21 May 2025
After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in Retrieval-Augmented Generation
After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in Retrieval-Augmented Generation
Xinbang Dai
Huikang Hu
Yuncheng Hua
Jiaqi Li
Yongrui Chen
Rihui Jin
Nan Hu
Guilin Qi
RALM3DV
313
1
0
21 May 2025
Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
Yaorui Shi
Shihan Li
Chang Wu
Zhiyuan Liu
Cunchun Li
Hengxing Cai
An Zhang
Xiang Wang
ReLMLRM
623
7
0
16 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
Hongjin Qian
Zhengyang Liang
RALMLRM
520
6
0
14 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation
Kazuki Hayashi
Hidetaka Kamigaito
Shinya Kouda
Taro Watanabe
RALM
350
3
0
13 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
Jimeng Sun
Xianrui Zhong
Sizhe Zhou
Jiawei Han
RALM
433
5
0
12 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Hao Sun
Zile Qiao
Jiayan Guo
Xuanbo Fan
Yingyan Hou
Yong Jiang
Pengjun Xie
Yan Zhang
Fei Huang
Jingren Zhou
OffRL
504
94
0
07 May 2025
Patchwork: A Unified Framework for RAG Serving
Patchwork: A Unified Framework for RAG Serving
Bodun Hu
Luis Pabon
Saurabh Agarwal
Aditya Akella
251
0
0
01 May 2025
PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Zihan Niu
Zheyong Xie
Shaosheng Cao
Chonggang Lu
Zheyu Ye
...
Yan Gao
Jia Chen
Zhe Xu
Yi-Chen Wu
Yao Hu
250
3
0
29 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
Qianren Mao
Qili Zhang
Hanwen Hao
Zhentao Han
Runhua Xu
...
Jing Chen
Yangqiu Song
Jin Dong
Jianxin Li
Philip S. Yu
381
3
0
27 Apr 2025
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
Tiancheng Gu
Kaicheng Yang
Ziyong Feng
Xingjun Wang
Yanzhao Zhang
Dingkun Long
Yingda Chen
Weidong Cai
Jiankang Deng
VLM
926
35
0
24 Apr 2025
Adaptive Orchestration of Modular Generative Information Access Systems
Adaptive Orchestration of Modular Generative Information Access SystemsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Mohanna Hoveyda
Harrie Oosterhuis
A. D. Vries
Maarten de Rijke
Faegheh Hasibi
330
0
0
24 Apr 2025
Credible Plan-Driven RAG Method for Multi-Hop Question Answering
Credible Plan-Driven RAG Method for Multi-Hop Question Answering
Ningning Zhang
Chi Zhang
Zhizhong Tan
Xingxing Yang
Weiping Deng
Wenyong Wang
LRM
403
11
0
23 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
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
611
9
0
22 Apr 2025
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions
Chang Zong
Bin Li
Shoujun Zhou
Jian Wan
Lei Zhang
981
1
0
22 Apr 2025
Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph
Enhancing the Patent Matching Capability of Large Language Models via the Memory GraphAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Qiushi Xiong
Zhipeng Xu
Zhenghao Liu
Mengjia Wang
Zulong Chen
Yizhou Sun
Yu Gu
Xuzhao Li
Ge Yu
198
2
0
21 Apr 2025
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models
Jianling Lu
Mingqi Lv
Tieming Chen
RALM
415
0
0
07 Apr 2025
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration
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
241
15
0
07 Apr 2025
Practical Poisoning Attacks against Retrieval-Augmented Generation
Practical Poisoning Attacks against Retrieval-Augmented Generation
Baolei Zhang
Yuxiao Chen
Minghong Fang
Zhuqing Liu
Lihai Nie
Tong Li
Zheli Liu
SILMAAML
408
12
0
04 Apr 2025
Survey and Experiments on Mental Disorder Detection via Social Media: From Large Language Models and RAG to Agents
Survey and Experiments on Mental Disorder Detection via Social Media: From Large Language Models and RAG to Agents
Zhuohan Ge
Nicole Hu
Darian Li
Yubo Wang
Shihao Qi
...
Shihao Qi
Yuming Xu
Han Shi
Chen Jason Zhang
Qing Li
AI4MH
667
8
0
03 Apr 2025
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
Di Wu
Jia-Chen Gu
Kai-Wei Chang
Nanyun Peng
473
2
0
01 Apr 2025
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
Yubo Wang
Xueguang Ma
Ping Nie
Huaye Zeng
Zhiheng Lyu
Yujiao Shi
Benjamin Schneider
Yi Lu
Xiang Yue
Wenhu Chen
RALM
426
7
0
01 Apr 2025
RARE: Retrieval-Augmented Reasoning Modeling
RARE: Retrieval-Augmented Reasoning Modeling
Zhengren Wang
Jiayang Yu
Dongsheng Ma
Zhe Chen
Yu Wang
...
Feiyu Xiong
Yanfeng Wang
Weinan E
Linpeng Tang
Feiyu Xiong
RALMLRM
427
5
0
30 Mar 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsInternational Conference on Learning Representations (ICLR), 2025
Song Wang
Junhong Lin
Xiaojie Guo
Julian Shun
Jundong Li
Yada Zhu
LRM
251
17
0
28 Mar 2025
A Survey of Large Language Model Agents for Question Answering
A Survey of Large Language Model Agents for Question Answering
Murong Yue
LLMAGLM&MAELM
292
28
0
24 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses
Esmail Gumaan
MoE
318
2
0
23 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
Baolong Bi
Shenghua Liu
Longji Xu
Yilong Xu
Cunchun Li
Shansong Liu
Xueqi Cheng
KELM
300
25
0
20 Mar 2025
RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving
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
338
15
0
18 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation ServingInternational Symposium on Computer Architecture (ISCA), 2025
Wenqi Jiang
Suvinay Subramanian
Cat Graves
Gustavo Alonso
Amir Yazdanbakhsh
Vidushi Dadu
443
25
0
18 Mar 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?
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
980
11
0
16 Mar 2025
Bridging Language Models and Financial Analysis
Bridging Language Models and Financial Analysis
Alejandro Lopez-Lira
Jihoon Kwon
Sangwoon Yoon
Jy-yong Sohn
Chanyeol Choi
AIFin
303
5
0
14 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Sara Szymkuć
Hansi Zeng
Zhenrui Yue
Jinsung Yoon
Sercan O. Arik
Dong Wang
Hamed Zamani
Jiawei Han
OffRLAI4TSLRMRALMReLMKELM
845
603
0
12 Mar 2025
Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms
Xinyu Wang
Yuchen Ren
Fuling Wang
Bo Jiang
Longji Xu
Yonghong Tian
Jin Tang
Bin Luo
SLR
246
2
0
09 Mar 2025
Learning from Failures in Multi-Attempt Reinforcement Learning
Stephen Chung
Wenyu Du
Jie Fu
LRM
256
5
0
04 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity ReductionInternational Conference on Learning Representations (ICLR), 2025
Lu Dai
Yijie Xu
Jinhui Ye
Hao Liu
Hui Xiong
3DVRALM
665
10
0
03 Mar 2025
Contextualizing biological perturbation experiments through language
Contextualizing biological perturbation experiments through languageInternational Conference on Learning Representations (ICLR), 2025
Menghua Wu
Russell Littman
Jacob Levine
Lin Qiu
Tommaso Biancalani
David Richmond
Jan-Christian Huetter
247
3
0
28 Feb 2025
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