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Large language models (LLMs) have been shown to face hallucination issues due to the data they trained on often containing human bias; whether this is reflected in the decision-making process of LLM Agents remains under-explored.
An analysis of rumor
Gordon W. Allport and Leo Postman · 1946
Earlier work this paper cites.
A mathematical theory of communication
Claude E. Shannon · 1948
Earlier work this paper cites.
Effects of group pressure upon the modification and distortion of judgments
Solomon E. Asch · 1951
Earlier work this paper cites.
Behavioral study of obedience
Stanley Milgram · 1963
Earlier work this paper cites.
The halo effect: Evidence for unconscious alteration of judgments
Richard E Nisbett and Timothy D Wilson · 1977
Earlier work this paper cites.
A direct study of halo effect
S. J. Lachman and A. R. Bass · 1985
Earlier work this paper cites.
Bounded rationality
Herbert A Simon · 1990
Earlier work this paper cites.
Better than rational: Evolutionary psychology and the invisible hand
Leda Cosmides and John Tooby · 1994
Earlier work this paper cites.
Confirmation bias: A ubiquitous phenomenon in many guises
Raymond S. Nickerson · 1998
Earlier work this paper cites.
Deductive reasoning
Philip N Johnson-Laird · 1999
Earlier work this paper cites.
Properties of inductive reasoning
Evan Heit · 2000
Earlier work this paper cites.
Social intelligence
John F Kihlstrom and Nancy Cantor · 2000
Earlier work this paper cites.
Thinking and Deciding
Jonathan Baron · 2007
Earlier work this paper cites.
Homo heuristicus: Why biased minds make better inferences
Gerd Gigerenzer and Henry Brighton · 2009
Earlier work this paper cites.
Diversity-optimized cooperation on complex networks
Han-Xin Yang, Wen-Xu Wang, Zhi-Xi Wu, Ying-Cheng Lai, and Bing-Hong Wang · 2009
Earlier work this paper cites.
The evolution of error: Error management, cognitive constraints, and adaptive decision-making biases
Dominic DP Johnson, Daniel T Blumstein, James H Fowler, and Martie G Haselton · 2013
Earlier work this paper cites.
Decision-making under risk: Integrating perspectives from biology, economics, and psychology
Sandeep Mishra · 2014
Earlier work this paper cites.
Nature , 526(7572):163, 2015
Let’s think about cognitive bias · 2015
Earlier work this paper cites.
A Dictionary of Psychology
Andrew Colman · 2015
Earlier work this paper cites.
The evolution of cognitive bias
Martie G Haselton, Daniel Nettle, and Paul W Andrews · 2015
Earlier work this paper cites.
Psychology: From Inquiry to Understanding
S.O. Lilienfeld, S.J. Lynn, and L.L. Namy · 2017
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The spread of true and false news online
Soroush Vosoughi, Deb Roy, and Sinan Aral · 2018
Cited alongside, same era.
Revisiting the evaluation of theory of mind through question answering
Matthew Le, Y-Lan Boureau, and Maximilian Nickel · 2019
Cited alongside, same era.
Social IQa: Commonsense reasoning about social interactions
Maarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, and Yejin Choi · 2019
Cited alongside, same era.
Simcse: Simple contrastive learning of sentence embeddings
Tianyu Gao, Xingcheng Yao, and Danqi Chen · 2021
Cited alongside, same era.
A survey on in-context learning
Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Jingyuan Ma, Rui Li, Heming Xia, Jingjing Xu, Zhiyong Wu, Tianyu Liu, et al · 2022
A survey of hallucination in large foundation models, 2023
Vipula Rawte, Amit Sheth, and Amitava Das · 2023
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Character-LLM: A trainable agent for role-playing
Yunfan Shao, Linyang Li, Junqi Dai, and Xipeng Qiu · 2023
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Roleeval: A bilingual role evaluation benchmark for large language models
Tianhao Shen, Sun Li, and Deyi Xiong · 2023
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Confirmation bias as a mechanism to focus attention enhances signal detection
Michael Vogrin, Guilherme Wood, and Thomas Schmickl · 2023
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Competeai: Understanding the competition behaviors in large language model-based agents
Qinlin Zhao, Jindong Wang, Yixuan Zhang, Yiqiao Jin, Kaijie Zhu, Hao Chen, and Xing Xie · 2023
Later among the works it cites.
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Chain of thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, brian ichter, Fei Xia, Ed H. Chi, Quoc V Le, and Denny Zhou · 2022
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