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. In The Transactions on Machine Learning Research(TMLR).

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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. In The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024).

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Siyu Yuan, Cheng Jiayang, Lin Qiu, Deqing Yang (2024). Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?. In The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024).

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Zhijun Xu, Siyu Yuan, Lingjie Chen, Deqing Yang (2024). A good pun is its own reword: Can Large Language Models Understand Puns?. In The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024).

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Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Dongsheng Li, Deqing Yang (2024). EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms. Preprint.

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Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang (2024). SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals. Preprint.

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Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen (2024). TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. In The 62th Annual Meeting of the Association for Computational Linguistics (ACL 2024).

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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, Yanghua Xiao (2024). InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. In The 62th Annual Meeting of the Association for Computational Linguistics (ACL 2024).

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Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang (2024). ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. In The 62th Annual Meeting of the Association for Computational Linguistics (ACL 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?. Preprint.

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Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Ren Kan, Dongsheng Li, Deqing Yang (2024). EasyTool: Enhancing LLM-based Agents with Concise Tool Instruction. Preprint.

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Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao (2023). Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. In The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024).

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Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang (2023). TaskBench: Benchmarking Large Language Models for Task Automation. Preprint.

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Jiangjie Chen, Siyu Yuan, Rong Ye, Bodhisattwa, Prasad Majumder, Kyle Richardson (2023). Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena. Preprint.

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Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang (2023). Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. In The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)-Findings.

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Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Deqing Yang, Yanghua Xiao (2023). Distilling Script Knowledge from Large Language Models for Constrained Language Planning. In The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023) Outstanding Paper Award.

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Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie (2023). Causality-aware Concept Extraction based on Knowledge-guided Prompting. In The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023).

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Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang and Yanghua Xiao (2023). Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. In The 2022 Conference of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases(ECML PKDD 2022).

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Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao Long paper (2022). Generative Entity Typing with Curriculum Learning. In The 2022 Conference on Empirical Methods in Natural Language Processing(EMNLP 2022).

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Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie (2021). Large-Scale Multi-granular Concept Extraction Based on Machine Reading Comprehension. In The 20th International Semantic Web Conference(ISWC 2021).

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