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FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
23 May 2023
Sewon Min
Kalpesh Krishna
Xinxi Lyu
M. Lewis
Wen-tau Yih
Pang Wei Koh
Mohit Iyyer
Luke Zettlemoyer
Hannaneh Hajishirzi
HILM
ALM
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Papers citing
"FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"
13 / 513 papers shown
Title
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
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Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval
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Michael Witbrock
Patricia J. Riddle
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64
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09 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
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Wenda Xu
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116
216
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06 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook
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FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
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Hyeonbin Hwang
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Yongrae Jo
James Thorne
Juho Kim
Minjoon Seo
ALM
134
108
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20 Jul 2023
Generating Benchmarks for Factuality Evaluation of Language Models
Dor Muhlgay
Ori Ram
Inbal Magar
Yoav Levine
Nir Ratner
Yonatan Belinkov
Omri Abend
Kevin Leyton-Brown
Amnon Shashua
Y. Shoham
HILM
66
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13 Jul 2023
A Survey on Evaluation of Large Language Models
Yu-Chu Chang
Xu Wang
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Yuanyi Wu
Linyi Yang
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Philip S. Yu
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Xingxu Xie
ELM
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223
1,766
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Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
Zeqiu Wu
Yushi Hu
Weijia Shi
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Alane Suhr
Prithviraj Ammanabrolu
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164
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Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Niels Mündler
Jingxuan He
Slobodan Jenko
Martin Vechev
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70
119
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25 May 2023
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models
Miaoran Li
Baolin Peng
Michel Galley
Jianfeng Gao
Zhu Zhang
LRM
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95
30
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24 May 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
Sina J. Semnani
Violet Z. Yao
He Zhang
M. Lam
KELM
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118
81
0
23 May 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
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Adian Liusie
Mark Gales
HILM
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237
448
0
15 Mar 2023
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