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Creating human-like large language model (LLM) agents is crucial for faithful social simulation.
The varimax criterion for analytic rotation in factor analysis
Henry F Kaiser. 1958 · 1958
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The scree test for the number of factors
Raymond B Cattell. 1966 · 1966
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Neither ideologues nor agnostics: Alternative voters’ belief system in an age of partisan politics
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Ideological social identity: Psychological attachment to ideological in-groups as a political phenomenon and a behavioral influence
Christopher J Devine. 2015 · 2015
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Ideological structure and consistency in the age of polarization
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Belief network analysis: A relational approach to understanding the structure of attitudes
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Evaluating belief system networks as a theory of political belief system dynamics
Mark J Brandt and Willem WA Sleegers. 2021 · 2021
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Langchain
Harrison Chase. 2022 · 2022
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An Examination of Non-Normative Belief Updating Behavior in Humans (Why Is It so Hard to Change Minds?)
Vincent V Frigo. 2022 · 2022
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Social simulacra: Creating populated prototypes for social computing systems
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Belief system networks can be used to predict where to expect dynamic constraint
Felicity M Turner-Zwinkels and Mark J Brandt. 2022 · 2022
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Out of one, many: Using language models to simulate human samples
Lisa P Argyle, Ethan C Busby, Nancy Fulda, Joshua R Gubler, Christopher Rytting, and David Wingate. 2023 · 2023
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From pretraining data to language models to downstream tasks: Tracking the trails of political biases leading to unfair nlp models
Shangbin Feng, Chan Young Park, Yuhan Liu, and Yulia Tsvetkov. 2023 · 2023
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Albert Q Jiang, Alexandre Sablayrolles, Arthur Mensch, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, et al. 2023 · 2023
Whose opinions do language models reflect?
Shibani Santurkar, Esin Durmus, Faisal Ladhak, Cinoo Lee, Percy Liang, and Tatsunori Hashimoto. 2023 · 2023
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Character-llm: A trainable agent for role-playing
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Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al. 2023 · 2023
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Sotopia: Interactive evaluation for social intelligence in language agents
Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, et al. 2023 · 2023
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Simulating opinion dynamics with networks of llm-based agents
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Persuasive message effects via activated and modified belief clusters: toward a general theory
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Introducing ChatGPT
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Generative agents: Interactive simulacra of human behavior
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Modeling and leveraging intuitive theories to improve vaccine attitudes
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The wisdom of partisan crowds: Comparing collective intelligence in humans and llm-based agents
Yun-Shiuan Chuang, Nikunj Harlalka, Siddharth Suresh, Agam Goyal, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, and Timothy T Rogers. 2024b
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Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, and Timothy Rogers. 2024a · 2024
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Seungjong Sun, Eungu Lee, Dongyan Nan, Xiangying Zhao, Wonbyung Lee, Bernard J Jansen, and Jang Hyun Kim. 2024 · 2024
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Systematic biases in llm simulations of debates
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A network approach to investigate the dynamics of individual and collective beliefs: Advances and applications of the bending model
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