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Large language models (LLMs) have been extensively used as the backbones for general-purpose agents, and some economics literature suggest that LLMs are capable of playing various types of economics games.
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Glm: General language model pretraining with autoregressive blank infilling
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Holistic evaluation of language models, 2022
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Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul Christiano, Jan Leike, and Ryan Lowe · 2022
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Glm-130b: An open bilingual pre-trained model
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OpenAI · 2023
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Investigating emergent goal-like behaviour in large language models using experimental economics
Steve Phelps and Yvan I Russell · 2023
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Noah Shinn, Federico Cassano, Beck Labash, Ashwin Gopinath, Karthik Narasimhan, and Shunyu Yao · 2023
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Emergent autonomous scientific research capabilities of large language models
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