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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"
50 / 128 papers shown
Title
Aligning Instruction Tuning with Pre-training
Yiming Liang
Tianyu Zheng
Xinrun Du
Ge Zhang
Jiaheng Liu
...
Zhaoxiang Zhang
Wenhao Huang
Jiajun Zhang
Xiang Yue
Jiajun Zhang
86
1
0
16 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG
Philhoon Oh
Jinwoo Shin
James Thorne
3DV
155
0
0
13 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
Shengbin Yue
Siyuan Wang
Wei Chen
Xuanjing Huang
Zhongyu Wei
LLMAG
80
9
0
03 Jan 2025
Citations and Trust in LLM Generated Responses
Yifan Ding
Matthew Facciani
Amrit Poudel
Ellen Joyce
Salvador Aguiñaga
Balaji Veeramani
Sanmitra Bhattacharya
Tim Weninger
HILM
46
3
0
03 Jan 2025
Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform
Cheonsu Jeong
75
0
0
01 Jan 2025
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context
Zhiyuan Chang
Mingyang Li
Xiaojun Jia
Junjie Wang
Yuekai Huang
Qing Wang
Yihao Huang
Yang Liu
144
0
0
17 Dec 2024
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models
Weijie Chen
Ting Bai
Jinbo Su
Jian Luan
Wei Liu
Chuan Shi
RALM
131
1
0
07 Dec 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Dawei Li
Bohan Jiang
Liangjie Huang
Alimohammad Beigi
Chengshuai Zhao
...
Canyu Chen
Tianhao Wu
Kai Shu
Lu Cheng
Huan Liu
ELM
AILaw
120
67
0
25 Nov 2024
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding
Jaemin Cho
Debanjan Mahata
Ozan Irsoy
Yujie He
Joey Tianyi Zhou
VLM
32
9
0
07 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory
Zihong He
Weizhe Lin
Hao Zheng
Fan Zhang
Matt Jones
Laurence Aitchison
X. Xu
Miao Liu
Per Ola Kristensson
Junxiao Shen
77
2
0
01 Nov 2024
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models
Tanmay Parekh
Pradyot Prakash
Alexander Radovic
Akshay Shekher
Denis Savenkov
LRM
62
1
0
30 Oct 2024
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems
Ishneet Sukhvinder Singh
Ritvik Aggarwal
Ibrahim Allahverdiyev
Muhammad Taha
Aslihan Akalin
Kevin Zhu
Sean O'Brien
30
8
0
25 Oct 2024
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs
Reza Fayyazi
Stella Hoyos Trueba
Michael Zuzak
S. Yang
35
0
0
22 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
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval
Ingeol Baek
Hwan Chang
Byeongjeong Kim
Jimin Lee
Hwanhee Lee
RALM
57
4
0
17 Oct 2024
KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs
Yongqin Xu
Huan Li
Ke Chen
Lidan Shou
50
2
0
16 Oct 2024
Self-adaptive Multimodal Retrieval-Augmented Generation
Wenjia Zhai
VLM
42
0
0
15 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
Zhongwu Chen
Chengjin Xu
Dingmin Wang
Zhen Huang
Yong Dou
Xuhui Jiang
Jian Guo
RALM
159
1
0
15 Oct 2024
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
S. Yu
C. Tang
Bokai Xu
Junbo Cui
Junhao Ran
...
Zhenghao Liu
Shuo Wang
Xu Han
Zhiyuan Liu
Maosong Sun
VLM
39
23
0
14 Oct 2024
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
Sitao Cheng
Liangming Pan
Xunjian Yin
Xinyi Wang
William Yang Wang
KELM
37
4
0
10 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
Mengxuan Hu
Hongyi Wu
Zihan Guan
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Sheng Li
SILM
35
3
0
10 Oct 2024
SEGMENT+: Long Text Processing with Short-Context Language Models
Wei Shi
Shuang Li
Kerun Yu
Jinglei Chen
Zujie Liang
...
Feng Wei
Bo Zheng
Jiaqing Liang
Jiangjie Chen
Yanghua Xiao
RALM
VLM
57
2
0
09 Oct 2024
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Zhengyu Hu
Yichuan Li
Zhengyu Chen
J. Wang
Han Liu
Kyumin Lee
Kaize Ding
GNN
178
1
0
09 Oct 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation
Bolei He
Nuo Chen
Xinran He
Lingyong Yan
Zhenkai Wei
Jinchang Luo
Zhen-Hua Ling
RALM
LRM
28
1
0
08 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation
Renxi Wang
Xudong Han
Lei Ji
Shu Wang
Timothy Baldwin
Haonan Li
LLMAG
69
6
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04 Oct 2024
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly
Howard Yen
Tianyu Gao
Minmin Hou
Ke Ding
Daniel Fleischer
Peter Izsak
Moshe Wasserblat
Danqi Chen
ALM
ELM
62
25
0
03 Oct 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
Yifei Ming
Senthil Purushwalkam
Shrey Pandit
Zixuan Ke
Xuan-Phi Nguyen
Caiming Xiong
Shafiq R. Joty
HILM
112
16
0
30 Sep 2024
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations
Ziyu Wang
Hao Li
Di Huang
Amir M. Rahmani
Chae-Won Shin
Amir M. Rahmani
LM&MA
45
9
0
28 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Siyun Zhao
Yuqing Yang
Zilong Wang
Zhiyuan He
Luna Qiu
Lili Qiu
SyDa
RALM
3DV
44
35
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23 Sep 2024
Co-occurrence is not Factual Association in Language Models
Xiao Zhang
Miao Li
Ji Wu
KELM
68
2
0
21 Sep 2024
MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
Dongzhi Jiang
Renrui Zhang
Ziyu Guo
Yanmin Wu
Jiayi Lei
...
Guanglu Song
Peng Gao
Yu Liu
Chunyuan Li
Hongsheng Li
MLLM
29
16
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19 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Maojia Song
Shang Hong Sim
Rishabh Bhardwaj
Hai Leong Chieu
Navonil Majumder
Soujanya Poria
37
6
0
17 Sep 2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation
To Eun Kim
Fernando Diaz
53
2
0
17 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
Gentiana Rashiti
G. Karunaratne
Mrinmaya Sachan
Abu Sebastian
Abbas Rahimi
RALM
39
0
0
12 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey
Lihu Chen
Gaël Varoquaux
ALM
63
23
0
10 Sep 2024
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models
Xingyun Hong
Yan Shao
Zhilin Wang
Manni Duan
Jin Xiongnan
42
0
0
09 Sep 2024
Self-Harmonized Chain of Thought
Ziqi Jin
Wei Lu
LRM
24
2
0
06 Sep 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
Yeonjun In
Sungchul Kim
Ryan A. Rossi
Md Mehrab Tanjim
Tong Yu
Ritwik Sinha
Chanyoung Park
32
0
0
04 Sep 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications
Rishi Kalra
Zekun Wu
Ayesha Gulley
Airlie Hilliard
Xin Guan
Adriano Soares Koshiyama
Philip C. Treleaven
RALM
AILaw
54
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Improving Retrieval Augmented Language Model with Self-Reasoning
Yuan Xia
Jingbo Zhou
Zhenhui Shi
Jun Chen
Hai-ting Huang
AIFin
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ReLM
KELM
50
8
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29 Jul 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Zhouyu Jiang
Mengshu Sun
Lei Liang
Qing Cui
RALM
80
10
0
18 Jul 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
Zilong Wang
Zifeng Wang
Long Le
Huaixiu Steven Zheng
Swaroop Mishra
...
Anush Mattapalli
Ankur Taly
Jingbo Shang
Chen-Yu Lee
Tomas Pfister
RALM
80
32
0
11 Jul 2024
Cascading Large Language Models for Salient Event Graph Generation
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Yuxiang Zhou
Gabriele Pergola
Yulan He
66
0
0
26 Jun 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
Qiancheng Xu
Yongqi Li
Heming Xia
Wenjie Li
KELM
36
4
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25 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems
Florin Cuconasu
Giovanni Trappolini
Nicola Tonellotto
Fabrizio Silvestri
53
2
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21 Jun 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities
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Xuming Hu
Aiwei Liu
Kening Zheng
S. Huang
Hui Xiong
RALM
115
8
0
17 Jun 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning
Jiaqi Li
Yixuan Tang
Yi Yang
46
5
0
14 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
Zhenrui Yue
Huimin Zeng
Lanyu Shang
Yifan Liu
Yang Zhang
Dong Wang
RALM
43
2
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14 Jun 2024
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering
Zijian Hei
Weiling Liu
Wenjie Ou
Juyi Qiao
Junming Jiao
Guowen Song
Ting Tian
Yi Lin
RALM
46
5
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11 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
Joongwon Kim
Bhargavi Paranjape
Tushar Khot
Hannaneh Hajishirzi
LM&Ro
ELM
LLMAG
LRM
40
9
0
10 Jun 2024
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