Publications

Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao (2024). From Persona to Personalization: A Survey on Role-Playing Language Agents. TMLR.

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Xintao Wang, Xiao Yunze, Jen-Tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Ynaghua Xiao (2024). InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. ACL 2024.

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Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, Deqing Yang (2024). Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works. EMNLP 2024.

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Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao (2024). Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing?. In Arxiv.

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Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, Yanghua Xiao (2024). SurveyAgent: A Conversational System for Personalized and Efficient Research Survey. In Arxiv.

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Xintao Wang, Qianwen Yang, Yongting Qiu, Jiaqing Liang, Qianyu He, Zhouhong Gu, Yanghua Xiao, Wei Wang (2023). Knowledgpt: Enhancing large language models with retrieval and storage access on knowledge bases. In Arxiv.

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Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao (2023). Maps-kb: A million-scale probabilistic simile knowledge base. In AAAI 2023.

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Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao (2023). Light Up the Shadows: Enhance Long-Tail Entity Grounding with Concept-Guided Vision-Language Models. In ACL 2024 Findings.

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Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang (2022). Prototypical concept representation. IEEE Transactions on Knowledge and Data Engineering.

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Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao (2022). Language Models as Knowledge Embeddings. In IJCAI 2022.

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