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Large language models~(LLMs) have demonstrated impressive performance in various applications, among which role-playing language agents (RPLAs) have engaged a broad user base.
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Personalizing dialogue agents: I have a dog, do you have pets too?
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Opinion leader detection: A methodological review
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Learning to speak and act in a fantasy text adventure game
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Redcaps: web-curated image-text data created by the people, for the people
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Call for customized conversation: Customized conversation grounding persona and knowledge
Yoonna Jang, Jungwoo Lim, Yuna Hur, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim, and Heuiseok Lim. 2022 · 2022
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Chatgpt
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Robust speech recognition via large-scale weak supervision
Alec Radford, Jong Wook Kim, Tao Xu, Greg Brockman, Christine McLeavey, and Ilya Sutskever. 2022 · 2022
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Mpchat: Towards multimodal persona-grounded conversation
Jaewoo Ahn, Yeda Song, Sangdoo Yun, and Gunhee Kim. 2023 · 2023
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The effect of key opinion leader, instagram, and digital campaign through brand image on brand awareness in evoria products
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Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, and Nikolay Bashlykov. 2023 · 2023
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Rolellm: Benchmarking, eliciting, and enhancing role-playing abilities of large language models
Zekun Moore Wang, Zhongyuan Peng, Haoran Que, Jiaheng Liu, Wangchunshu Zhou, Yuhan Wu, Hongcheng Guo, Ruitong Gan, Zehao Ni, Man Zhang, et al. 2023 · 2023
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The claude 3 model family: Opus, sonnet, haiku
Anthropic. 2024 · 2024
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From persona to personalization: A survey on role-playing language agents
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, et al. 2024 · 2024
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Retrieval-augmented generation for large language models: A survey
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Model card and evaluations for claude models
Anthropic. 2023 · 2023
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Jinze Bai, Shuai Bai, Yunfei Chu, Zeyu Cui, Kai Dang, Xiaodong Deng, Yang Fan, Wenbin Ge, Yu Han, and Fei Huang. 2023 · 2023
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Livechat: A large-scale personalized dialogue dataset automatically constructed from live streaming
Jingsheng Gao, Yixin Lian, Ziyi Zhou, Yuzhuo Fu, and Baoyuan Wang. 2023 · 2023
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Chatharuhi: Reviving anime character in reality via large language model
Cheng Li, Ziang Leng, Chenxi Yan, Junyi Shen, Hao Wang, Weishi MI, Yaying Fei, Xiaoyang Feng, Song Yan, HaoSheng Wang, et al. 2023 · 2023
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OpenAI. 2023 · 2023
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Generative agents: Interactive simulacra of human behavior
Joon Sung Park, Joseph C. O’Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, and Michael S. Bernstein. 2023 · 2023
Cited alongside, same era.
Character-LLM: A trainable agent for role-playing
Yunfan Shao, Linyang Li, Junqi Dai, and Xipeng Qiu. 2023 · 2023
Cited alongside, same era.
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Qianyu Guo, Meng Wang, and Haofen Wang. 2024 · 2024
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Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, and Deqing Yang. 2024 · 2024
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Lamp: When large language models meet personalization
Alireza Salemi, Sheshera Mysore, Michael Bendersky, and Hamed Zamani. 2024 · 2024
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Gemini: A family of highly capable multimodal models
Gemini Team. 2024 · 2024
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Charactereval: A chinese benchmark for role-playing conversational agent evaluation
Quan Tu, Shilong Fan, Zihang Tian, and Rui Yan. 2024 · 2024
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Incharacter: Evaluating personality fidelity in role-playing agents through psychological interviews
Xintao Wang, Yunze Xiao, Jen tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, and Yanghua Xiao. 2024 · 2024
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Character is destiny: Can large language models simulate persona-driven decisions in role-playing?
Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, and Yanghua Xiao. 2024 · 2024
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Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, and Deqing Yang. 2024 · 2024
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