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With the advancement of large language models (LLMs), the focus in Conversational AI has shifted from merely generating coherent and relevant responses to tackling more complex challenges, such as personalizing dialogue systems.
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https://www.kaggle.com/datasets/tunguz/big-five-personality-test
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Personality traits in large language models
Serapio-García, Greg, Mustafa Safdari, Clément Crepy, Luning Sun, Stephen Fitz, Peter Romero, Marwa Abdulhai, Aleksandra Faust, and Maja Matarić. 2023 · 2023
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Text classification via large language models
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Is Cognition and Action Consistent or Not: Investigating Large Language Model’s Personality
Ai, Yiming, Zhiwei He, Ziyin Zhang, Wenhong Zhu, Hongkun Hao, Kai Yu, Lingjun Chen, and Rui Wang. 2024 · 2024
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LLMs simulate big five personality traits: Further evidence
Sorokovikova, Aleksandra, Natalia Fedorova, Sharwin Rezagholi, and Ivan P. Yamshchikov. 2024 · 2024
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Two tales of persona in llms: a survey of role-playing and personalization
Tseng, Yu-Min, Yu-Chao Huang, Teng-Yun Hsiao, Yu-Ching Hsu, Jia-Yin Foo, Chao-Wei Huang, and Yun-Nung Chen. 2024 · 2024
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A survey on recent advances in llm-based multi-turn dialogue systems
Yi, Zihao, Jiarui Ouyang, Yuwen Liu, Tianhao Liao, Zhe Xu, and Ying Shen. 2024 · 2024
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