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2112.09332
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WebGPT: Browser-assisted question-answering with human feedback
17 December 2021
Reiichiro Nakano
Jacob Hilton
S. Balaji
Jeff Wu
Ouyang Long
Christina Kim
Christopher Hesse
Shantanu Jain
V. Kosaraju
William Saunders
Xu Jiang
K. Cobbe
Tyna Eloundou
Gretchen Krueger
Kevin Button
Matthew Knight
B. Chess
John Schulman
ALM
RALM
Re-assign community
ArXiv (abs)
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HuggingFace (2 upvotes)
Papers citing
"WebGPT: Browser-assisted question-answering with human feedback"
50 / 1,125 papers shown
Strong hallucinations from negation and how to fix them
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293
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JinJin Li
Lan Ma
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Prathap Ramachandra
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A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
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Xinyun Chen
Hiroki Furuta
John F. Canny
Ian S. Fischer
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258
81
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15 Feb 2024
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
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Rong Bao
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Dacheng Tao
363
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0
14 Feb 2024
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Bingxiang He
Zhuang Zhong
Jia Deng
Yujia Qin
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Jie Zhou
Yankai Lin
Zhiyuan Liu
Maosong Sun
240
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14 Feb 2024
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244
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183
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319
33
0
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ODIN: Disentangled Reward Mitigates Hacking in RLHF
International Conference on Machine Learning (ICML), 2024
Lichang Chen
Chen Zhu
Davit Soselia
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Wanrong Zhu
Tom Goldstein
Heng-Chiao Huang
Mohammad Shoeybi
Bryan Catanzaro
AAML
312
107
0
11 Feb 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
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Chen Ye
Wei Xiong
Yuheng Zhang
Nan Jiang
Tong Zhang
OffRL
299
31
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11 Feb 2024
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness?
International Conference on Machine Learning (ICML), 2024
Ryan Liu
T. Sumers
Ishita Dasgupta
Thomas Griffiths
LLMAG
151
28
0
11 Feb 2024
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Runliang Niu
Jindong Li
Shiqi Wang
Yali Fu
Xiyu Hu
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He Kong
Yi Chang
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LLMAG
MLLM
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317
83
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Shervin Minaee
Tomas Mikolov
Narjes Nikzad
M. Asgari-Chenaghlu
R. Socher
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Jianfeng Gao
ALM
LM&MA
ELM
856
789
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09 Feb 2024
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
Xing Han Lù
Zdeněk Kasner
Siva Reddy
310
119
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08 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
Zhiheng Xi
Wenxiang Chen
Boyang Hong
Senjie Jin
Rui Zheng
...
Xinbo Zhang
Yang Liu
Tao Gui
Tao Gui
Xuanjing Huang
LRM
212
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Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations
Cheng-Han Chiang
Hung-yi Lee
HILM
314
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JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs
Junjie Chu
Yugeng Liu
Ziqing Yang
Xinyue Shen
Michael Backes
Yang Zhang
AAML
353
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08 Feb 2024
Pedagogical Alignment of Large Language Models
Shashank Sonkar
Kangqi Ni
Sapana Chaudhary
Richard G. Baraniuk
AI4Ed
155
24
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07 Feb 2024
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
Chaojun Xiao
Pengle Zhang
Xu Han
Guangxuan Xiao
Yankai Lin
Zhengyan Zhang
Zhiyuan Liu
Maosong Sun
LLMAG
349
111
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07 Feb 2024
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Gilles Baechler
Srinivas Sunkara
Maria Wang
Fedir Zubach
Hassan Mansoor
Vincent Etter
Victor Carbune
Jason Lin
Jindong Chen
Abhanshu Sharma
871
98
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07 Feb 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards
Chengyu Huang
Zeqiu Wu
Yushi Hu
Wenya Wang
HILM
LRM
274
42
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06 Feb 2024
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429
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V-IRL: Grounding Virtual Intelligence in Real Life
European Conference on Computer Vision (ECCV), 2024
Jihan Yang
Runyu Ding
Ellis L Brown
Xiaojuan Qi
Saining Xie
LM&Ro
315
35
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Factuality of Large Language Models in the Year 2024
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Fei Liu
Georgi Georgiev
Rocktim Jyoti Das
Preslav Nakov
LRM
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219
7
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04 Feb 2024
Enhance Reasoning for Large Language Models in the Game Werewolf
Shuang Wu
Liwen Zhu
Tao Yang
Shiwei Xu
Qiang Fu
Yang Wei
Haobo Fu
LRM
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322
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Affordable Generative Agents
Yangbin Yu
Qin Zhang
Junyou Li
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Deheng Ye
LLMAG
AI4CE
313
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03 Feb 2024
How well do LLMs cite relevant medical references? An evaluation framework and analyses
Kevin Wu
Eric Wu
Ally Cassasola
Angela Zhang
Kevin Wei
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Sith Riantawan
Patricia Shi Riantawan
Mark A. Lemley
James Zou
LM&MA
ELM
AI4MH
278
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03 Feb 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Jian Xie
Kai Zhang
Jiangjie Chen
Tinghui Zhu
Renze Lou
Yuandong Tian
Yanghua Xiao
Yu-Chuan Su
LLMAG
LM&Ro
329
308
0
02 Feb 2024
Building Guardrails for Large Language Models
Yizhen Dong
Ronghui Mu
Gao Jin
Yi Qi
Jinwei Hu
Xingyu Zhao
Jie Meng
Wenjie Ruan
Xiaowei Huang
OffRL
417
69
0
02 Feb 2024
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
201
31
0
02 Feb 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment
Sungdong Kim
Minjoon Seo
SyDa
ALM
278
5
0
02 Feb 2024
LLM-based NLG Evaluation: Current Status and Challenges
Mingqi Gao
Xinyu Hu
Jie Ruan
Xiao Pu
Xiaojun Wan
ELM
LM&MA
627
96
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02 Feb 2024
Plan-Grounded Large Language Models for Dual Goal Conversational Settings
Diogo Glória-Silva
Rafael Ferreira
Diogo Tavares
David Semedo
João Magalhães
LLMAG
178
6
0
01 Feb 2024
Executable Code Actions Elicit Better LLM Agents
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Yangyi Chen
Lifan Yuan
Yizhe Zhang
Yunzhu Li
Yuan Yao
Heng Ji
ELM
LLMAG
LM&Ro
873
334
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Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration
Shangbin Feng
Weijia Shi
Yike Wang
Wenxuan Ding
Vidhisha Balachandran
Yulia Tsvetkov
351
168
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Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning
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Walter Talbott
Jian Zhang
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235
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293
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PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Haochen Tan
Zhijiang Guo
Zhan Shi
Lu Xu
Zhili Liu
...
Xiaoguang Li
Yasheng Wang
Lifeng Shang
Qun Liu
Linqi Song
277
19
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Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Nan Hu
Jiaoyan Chen
Yike Wu
Guilin Qi
Hongru Wang
Sheng Bi
Yongrui Chen
Tongtong Wu
Jeff Z. Pan
HILM
392
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WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Hongliang He
Wenlin Yao
Kaixin Ma
Wenhao Yu
Yong Dai
Hongming Zhang
Zhenzhong Lan
Dong Yu
LLMAG
509
250
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UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
Hongru Wang
Wenyu Huang
Yang Deng
Rui Wang
Zezhong Wang
Yufei Wang
Fei Mi
Jeff Z. Pan
Kam-Fai Wong
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299
50
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24 Jan 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
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Junlei Zhang
Zhihao Zhu
Cheng Yang
Yujiu Yang
Yaohui Jin
Zhenzhong Lan
Lingpeng Kong
Junxian He
ELM
LLMAG
237
133
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24 Jan 2024
ARGS: Alignment as Reward-Guided Search
International Conference on Learning Representations (ICLR), 2024
Maxim Khanov
Jirayu Burapacheep
Yixuan Li
456
95
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23 Jan 2024
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
International Conference on Machine Learning (ICML), 2024
Songyang Gao
Qiming Ge
Wei Shen
Jiajun Sun
Junjie Ye
...
Yicheng Zou
Zhi Chen
Hang Yan
Tao Gui
Dahua Lin
246
20
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Reinforcement learning for question answering in programming domain using public community scoring as a human feedback
Alexey Gorbatovski
Sergey Kovalchuk
50
6
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19 Jan 2024
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Tongxin Yuan
Zhiwei He
Lingzhong Dong
Yiming Wang
Ruijie Zhao
...
Binglin Zhou
Fangqi Li
Zhuosheng Zhang
Rui Wang
Gongshen Liu
ELM
414
150
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QAnswer: Towards Question Answering Search over Websites
The Web Conference (WWW), 2022
Kunpeng Guo
Clement Defretiere
Dennis Diefenbach
Christophe Gravier
Antoine Gourru
182
6
0
17 Jan 2024
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