ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2305.06983
  4. Cited By
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"

42 / 242 papers shown
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
Kaiqu Liang
Zixu Zhang
J. F. Fisac
LLMAG
531
21
0
09 Feb 2024
Large Language Models: A Survey
Large Language Models: A Survey
Shervin Minaee
Tomas Mikolov
Narjes Nikzad
M. Asgari-Chenaghlu
R. Socher
Xavier Amatriain
Jianfeng Gao
ALMLM&MAELM
855
789
0
09 Feb 2024
Empowering Language Models with Active Inquiry for Deeper Understanding
Empowering Language Models with Active Inquiry for Deeper Understanding
Jing-Cheng Pang
Heng-Bo Fan
Pengyuan Wang
Jia-Hao Xiao
Nan Tang
Si-Hang Yang
Chengxing Jia
Sheng-Jun Huang
Yang Yu
155
11
0
06 Feb 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through
  Process Feedback
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
Jian Guan
Wei Wu
Zujie Wen
Peng Xu
Hongning Wang
Shiyu Huang
LRM
200
31
0
02 Feb 2024
HiQA: A Hierarchical Contextual Augmentation RAG for Massive Documents
  QA
HiQA: A Hierarchical Contextual Augmentation RAG for Massive Documents QA
Xinyue Chen
Pengyu Gao
Jiangjiang Song
Xiaoyang Tan
206
5
0
01 Feb 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented
  Generation of Large Language Models
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
Yuanjie Lyu
Zhiyu Li
Pengnian Qi
Feiyu Xiong
Shichao Song
Wenjin Wang
Huayi Lai
Huan Liu
Tong Xu
Enhong Chen
RALM
305
76
0
30 Jan 2024
When Large Language Models Meet Vector Databases: A Survey
When Large Language Models Meet Vector Databases: A Survey
Zhi Jing
Yongye Su
Yikun Han
Bo Yuan
Haiyun Xu
Chunjiang Liu
Kehai Chen
Min Zhang
450
73
0
30 Jan 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with
  Retrieval-Augmented Large Language Models
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
Minbyul Jeong
Jiwoong Sohn
Mujeen Sung
Jaewoo Kang
389
65
0
27 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation
Accelerating Retrieval-Augmented Language Model Serving with Speculation
Zhihao Zhang
Alan Zhu
Lijie Yang
Yihua Xu
Lanting Li
P. Phothilimthana
Zhihao Jia
RALMKELM
267
22
0
25 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts
Demystifying Chains, Trees, and Graphs of ThoughtsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Maciej Besta
Florim Memedi
Zhenyu Zhang
Robert Gerstenberger
Guangyuan Piao
...
Aleš Kubíček
H. Niewiadomski
Aidan O'Mahony
Onur Mutlu
Torsten Hoefler
AI4CELRM
1.0K
55
0
25 Jan 2024
Large Language Models for Social Networks: Applications, Challenges, and
  Solutions
Large Language Models for Social Networks: Applications, Challenges, and Solutions
Jingying Zeng
Richard Huang
Waleed Malik
Langxuan Yin
Bojan Babic
Danny Shacham
Xiao Yan
Jaewon Yang
Qi He
230
11
0
04 Jan 2024
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems:
  A Scoping Survey
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey
Dhruv Dhamani
Mary Lou Maher
223
1
0
29 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey
Retrieval-Augmented Generation for Large Language Models: A Survey
Yunfan Gao
Yun Xiong
Xinyu Gao
Kangxiang Jia
Jinliu Pan
Yuxi Bi
Yi Dai
Jiawei Sun
Meng Wang
Haofen Wang
3DVRALM
1.2K
2,748
1
18 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
Jakub Lála
Odhran O'Donoghue
Aleksandar Shtedritski
Sam Cox
Samuel G. Rodriques
Andrew D. White
RALM
433
153
0
08 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate
  System
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System
Haotian Wang
Xiyuan Du
Weijiang Yu
Qianglong Chen
Kun Zhu
Zheng Chu
Lian Yan
Yi Guan
364
28
0
08 Dec 2023
Novel Preprocessing Technique for Data Embedding in Engineering Code
  Generation Using Large Language Model
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model
Yu-Chen Lin
Akhilesh Kumar
Norman Chang
Wen-Liang Zhang
Muhammad Zakir
Rucha Apte
Haiyang He
Chao Wang
Jyh-Shing Roger Jang
183
7
0
27 Nov 2023
Deficiency of Large Language Models in Finance: An Empirical Examination
  of Hallucination
Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination
Haoqiang Kang
Xiao-Yang Liu
RALM
198
53
0
27 Nov 2023
Evaluating the Effectiveness of Retrieval-Augmented Large Language
  Models in Scientific Document Reasoning
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning
Sai Munikoti
Anurag Acharya
S. Wagle
Sameera Horawalavithana
LRM
144
10
0
07 Nov 2023
Reliable Academic Conference Question Answering: A Study Based on Large
  Language Model
Reliable Academic Conference Question Answering: A Study Based on Large Language Model
Zhiwei Huang
Long Jin
Junjie Wang
Mingchen Tu
Yin Hua
Zhiqiang Liu
Jiawei Meng
Hua-zeng Chen
Wen Zhang
203
1
0
19 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through
  Self-Reflection
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionInternational Conference on Learning Representations (ICLR), 2023
Akari Asai
Zeqiu Wu
Yizhong Wang
Avirup Sil
Hannaneh Hajishirzi
RALM
621
1,356
0
17 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies
A Comprehensive Evaluation of Tool-Assisted Generation Strategies
Alon Jacovi
Avi Caciularu
Jonathan Herzig
Roee Aharoni
Bernd Bohnet
Mor Geva
ELM
316
11
0
16 Oct 2023
MemGPT: Towards LLMs as Operating Systems
MemGPT: Towards LLMs as Operating Systems
Charles Packer
Sarah Wooders
Kevin Lin
Vivian Fang
Shishir G. Patil
Ion Stoica
Alfons Kemper
RALM
1.7K
348
0
12 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and
  Domain-Specificity
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
Cunxiang Wang
Xiaoze Liu
Yuanhao Yue
Xiangru Tang
Tianhang Zhang
...
Linyi Yang
Yongfeng Zhang
Xing Xie
Zheng Zhang
Yue Zhang
HILMKELM
462
261
0
11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge?
  A Review of Recent Advances
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent AdvancesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zihan Zhang
Meng Fang
Lingxi Chen
Mohammad-Reza Namazi-Rad
Jun Wang
KELM
238
40
0
11 Oct 2023
Violation of Expectation via Metacognitive Prompting Reduces Theory of
  Mind Prediction Error in Large Language Models
Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models
Courtland Leer
Vincent Trost
Vineeth Voruganti
178
5
0
10 Oct 2023
Retrieval-Generation Synergy Augmented Large Language Models
Retrieval-Generation Synergy Augmented Large Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Zhangyin Feng
Xiaocheng Feng
Dezhi Zhao
Maojin Yang
Bing Qin
LRMRALM
221
48
0
08 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models
Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yile Wang
Peng Li
Maosong Sun
Yang Liu
RALMKELM
241
81
0
08 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context
Making Retrieval-Augmented Language Models Robust to Irrelevant ContextInternational Conference on Learning Representations (ICLR), 2023
Ori Yoran
Tomer Wolfson
Ori Ram
Jonathan Berant
RALMLRM
527
306
0
02 Oct 2023
Resolving Knowledge Conflicts in Large Language Models
Resolving Knowledge Conflicts in Large Language Models
Yike Wang
Shangbin Feng
Heng Wang
Weijia Shi
Vidhisha Balachandran
Tianxing He
Yulia Tsvetkov
263
34
0
02 Oct 2023
Towards LLM-based Fact Verification on News Claims with a Hierarchical
  Step-by-Step Prompting Method
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting MethodInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Xuan Zhang
Wei Gao
LRM
228
135
0
30 Sep 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models
LawBench: Benchmarking Legal Knowledge of Large Language Models
Zhiwei Fei
Xiaoyu Shen
D. Zhu
Fengzhe Zhou
Zhuo Han
Songyang Zhang
Kai-xiang Chen
Zongwen Shen
Jidong Ge
ELMAILaw
276
90
0
28 Sep 2023
Physics of Language Models: Part 3.2, Knowledge Manipulation
Physics of Language Models: Part 3.2, Knowledge ManipulationInternational Conference on Learning Representations (ICLR), 2023
Zeyuan Allen-Zhu
Yuanzhi Li
KELM
414
142
0
25 Sep 2023
Chain-of-Verification Reduces Hallucination in Large Language Models
Chain-of-Verification Reduces Hallucination in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Shehzaad Dhuliawala
M. Komeili
Jing Xu
Roberta Raileanu
Xian Li
Asli Celikyilmaz
Jason Weston
LRMHILM
343
336
0
20 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
379
116
0
13 Sep 2023
Generating Natural Language Queries for More Effective Systematic Review
  Screening Prioritisation
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation
Shuai Wang
Harrisen Scells
Martin Potthast
Bevan Koopman
Guido Zuccon
289
13
0
11 Sep 2023
Large Language Models for Information Retrieval: A Survey
Large Language Models for Information Retrieval: A Survey
Yutao Zhu
Huaying Yuan
Shuting Wang
Jiongnan Liu
Wenhan Liu
Chenlong Deng
Haonan Chen
Zheng Liu
Zhicheng Dou
Ji-Rong Wen
KELM
637
465
0
14 Aug 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents
WebArena: A Realistic Web Environment for Building Autonomous AgentsInternational Conference on Learning Representations (ICLR), 2023
Shuyan Zhou
Frank F. Xu
Hao Zhu
Xuhui Zhou
Robert Lo
...
Tianyue Ou
Yonatan Bisk
Daniel Fried
Uri Alon
Graham Neubig
LLMAG
685
861
0
25 Jul 2023
A Comprehensive Overview of Large Language Models
A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Humza Naveed
Asad Ullah Khan
Shi Qiu
Muhammad Saqib
Saeed Anwar
Muhammad Usman
Naveed Akhtar
Nick Barnes
Lin Wang
OffRL
895
1,229
0
12 Jul 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative
  Retrieval-Generation Synergy
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhihong Shao
Yeyun Gong
Yelong Shen
Shiyu Huang
Nan Duan
Weizhu Chen
RALMLRMKELM
299
394
0
24 May 2023
Enabling Large Language Models to Generate Text with Citations
Enabling Large Language Models to Generate Text with CitationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tianyu Gao
Howard Yen
Jiatong Yu
Danqi Chen
LM&MAHILM
439
505
0
24 May 2023
The Web Can Be Your Oyster for Improving Large Language Models
The Web Can Be Your Oyster for Improving Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Junyi Li
Tianyi Tang
Wayne Xin Zhao
Jingyuan Wang
Jian-Yun Nie
Ji-Rong Wen
RALMKELM
391
7
0
18 May 2023
Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its
  Applications, Advantages, Limitations, and Future Directions in Natural
  Language Processing
Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing
Walid Hariri
AI4MHLM&MA
905
120
0
27 Mar 2023
Previous
12345
Page 5 of 5