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2310.11511
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Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
17 October 2023
Akari Asai
Zeqiu Wu
Yizhong Wang
Avirup Sil
Hannaneh Hajishirzi
RALM
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Papers citing
"Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection"
28 / 128 papers shown
Title
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models
Mingda Li
Xinyu Li
Yifan Chen
Wenfeng Xuan
Weinan Zhang
RALM
31
2
0
31 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large Language Models
Hao Zhang
Yuyang Zhang
Xiaoguang Li
Wenxuan Shi
Haonan Xu
...
Yasheng Wang
Lifeng Shang
Qun Liu
Yong-jin Liu
Ruiming Tang
KELM
41
4
0
29 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
Minghan Li
Xilun Chen
Ari Holtzman
Beidi Chen
Jimmy Lin
Wen-tau Yih
Xi Lin
RALM
BDL
108
10
0
29 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Jiajie Jin
Yutao Zhu
Xinyu Yang
Chenghao Zhang
Zhicheng Dou
Chenghao Zhang
Tong Zhao
Zhao Yang
Zhicheng Dou
Ji-Rong Wen
VLM
85
47
0
22 May 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Matthew Renze
Erhan Guven
LRM
LLMAG
44
37
0
05 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
Alireza Salemi
Hamed Zamani
36
4
0
30 Apr 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
Ran Xu
Wenqi Shi
Yue Yu
Yuchen Zhuang
Yanqiao Zhu
M. D. Wang
Joyce C. Ho
Chao Zhang
Carl Yang
LM&MA
40
19
0
29 Apr 2024
Small Language Models Need Strong Verifiers to Self-Correct Reasoning
Yunxiang Zhang
Muhammad Khalifa
Lajanugen Logeswaran
Jaekyeom Kim
Moontae Lee
Honglak Lee
Lu Wang
LRM
KELM
ReLM
31
31
0
26 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval
Xiaoxi Li
Jiajie Jin
Yujia Zhou
Yuyao Zhang
Peitian Zhang
Yutao Zhu
Zhicheng Dou
3DV
81
46
0
23 Apr 2024
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models
Yukyung Lee
Soonwon Ka
Bokyung Son
Pilsung Kang
Jaewook Kang
LLMAG
52
6
0
22 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory
Ali Modarressi
Abdullatif Köksal
Ayyoob Imani
Mohsen Fayyaz
Hinrich Schütze
KELM
109
9
0
17 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies
Benjue Weng
LM&MA
46
7
0
13 Apr 2024
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning
Teo Susnjak
Peter Hwang
N. Reyes
A. Barczak
Timothy R. McIntosh
Surangika Ranathunga
70
22
0
08 Apr 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations
Yuwei Zhang
Yan Wu
Yanming Liu
Xinyue Peng
51
5
0
17 Mar 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought
Xinbang Dai
Yuncheng Hua
Tongtong Wu
Yang Sheng
Qiu Ji
Guilin Qi
82
0
0
18 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models
Weijiao Zhang
Jindong Han
Zhao Xu
Hang Ni
Hao Liu
Hui Xiong
Hui Xiong
AI4CE
77
15
0
30 Jan 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
Minbyul Jeong
Jiwoong Sohn
Mujeen Sung
Jaewoo Kang
23
29
0
27 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts
Maciej Besta
Florim Memedi
Zhenyu Zhang
Robert Gerstenberger
Guangyuan Piao
...
Aleš Kubíček
H. Niewiadomski
Aidan O'Mahony
Onur Mutlu
Torsten Hoefler
AI4CE
LRM
75
27
0
25 Jan 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
Zonghai Yao
Nandyala Siddharth Kantu
Guanghao Wei
Hieu Tran
Zhangqi Duan
Sunjae Kwon
Zhichao Yang
Readme annotation team
Hong-ye Yu
29
7
0
24 Dec 2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
Hao Sun
Hengyi Cai
Bo Wang
Yingyan Hou
Xiaochi Wei
Shuaiqiang Wang
Yan Zhang
Dawei Yin
41
8
0
14 Dec 2023
R-Tuning: Instructing Large Language Models to Say `I Don't Know'
Hanning Zhang
Shizhe Diao
Yong Lin
Yi Ren Fung
Qing Lian
Xingyao Wang
Yangyi Chen
Heng Ji
Tong Zhang
UQLM
39
37
0
16 Nov 2023
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification
Haoqiang Kang
Juntong Ni
Huaxiu Yao
HILM
LRM
32
33
0
15 Nov 2023
How Well Do Large Language Models Truly Ground?
Hyunji Lee
Se June Joo
Chaeeun Kim
Joel Jang
Doyoung Kim
Kyoung-Woon On
Minjoon Seo
HILM
33
6
0
15 Nov 2023
Self-Evaluation Guided Beam Search for Reasoning
Yuxi Xie
Kenji Kawaguchi
Yiran Zhao
Xu Zhao
MingSung Kan
Junxian He
Qizhe Xie
LRM
166
129
0
01 May 2023
Teaching language models to support answers with verified quotes
Jacob Menick
Maja Trebacz
Vladimir Mikulik
John Aslanides
Francis Song
...
Mia Glaese
Susannah Young
Lucy Campbell-Gillingham
G. Irving
Nat McAleese
ELM
RALM
246
259
0
21 Mar 2022
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
319
11,953
0
04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh
Albert Webson
Colin Raffel
Stephen H. Bach
Lintang Sutawika
...
T. Bers
Stella Biderman
Leo Gao
Thomas Wolf
Alexander M. Rush
LRM
213
1,657
0
15 Oct 2021
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
280
1,595
0
18 Sep 2019
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