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ORCIDSiyu Yuan
Publications
- 2025
[c33]Nianqi Li, Siyu Yuan, Jiangjie Chen, Jiaqing Liang, Feng Wei, Zujie Liang, Deqing Yang, Yanghua Xiao:
Past Meets Present: Creating Historical Analogy with Large Language Models. ACL (1) 2025: 3942-3957- [c31]Aili Chen, Chengyu Du, Jiangjie Chen, Jinghan Xu, Yikai Zhang, Siyu Yuan, Zulong Chen, Liangyue Li, Yanghua Xiao:
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling. ACL (1) 2025: 24157-24180 - [c28]Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao:
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. ICML 2025 - [c27]Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang:
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals. NAACL (Long Papers) 2025: 799-819 - [c25]Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li
, Yanghua Xiao:
Revealing the Barriers of Language Agents in Planning. NAACL (Long Papers) 2025: 1872-1888 - [i44]Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Wei Wang, Yanghua Xiao, Shuchang Zhou:
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. CoRR abs/2502.09082 (2025) - [i43]Aili Chen, Chengyu Du, Jiangjie Chen, Jinghan Xu, Yikai Zhang, Siyu Yuan, Zulong Chen, Liangyue Li, Yanghua Xiao:
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling. CoRR abs/2502.11078 (2025) - [i37]Ruihan Yang, Yikai Zhang, Aili Chen, Xintao Wang, Siyu Yuan, Jiangjie Chen, Deqing Yang, Yanghua Xiao:
ARIA: Training Language Agents with Intention-Driven Reward Aggregation. CoRR abs/2506.00539 (2025) - [i34]Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang:
Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges. CoRR abs/2509.03419 (2025) - [i33]Yikai Zhang, Ye Rong, Siyu Yuan, Jiangjie Chen, Jian Xie, Yanghua Xiao:
Enhancing Language Agent Strategic Reasoning through Self-Play in Adversarial Games. CoRR abs/2510.16761 (2025) - 2024
- [j8]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:
From Persona to Personalization: A Survey on Role-Playing Language Agents. Trans. Mach. Learn. Res. 2024 (2024) - [c22]Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao:
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. AAAI 2024: 18554-18563 - [c21]Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. ACL (1) 2024: 1249-1265 - [c20]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:
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. ACL (1) 2024: 1840-1873 - [c19]Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen:
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. ACL (1) 2024: 3894-3916 - [c18]Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao:
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. ACL (Findings) 2024: 13379-13389 - [i29]Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen:
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. CoRR abs/2402.05733 (2024) - [i28]Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao:
Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing? CoRR abs/2404.12138 (2024) - [i25]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:
From Persona to Personalization: A Survey on Role-Playing Language Agents. CoRR abs/2404.18231 (2024) - [i24]Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang:
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals. CoRR abs/2406.04784 (2024) - [i23]Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao:
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. CoRR abs/2406.10902 (2024) - [i18]Nianqi Li, Siyu Yuan, Jiangjie Chen, Jiaqing Liang, Feng Wei, Zujie Liang, Deqing Yang, Yanghua Xiao:
Past Meets Present: Creating Historical Analogy with Large Language Models. CoRR abs/2409.14820 (2024) - [i16]Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao:
Revealing the Barriers of Language Agents in Planning. CoRR abs/2410.12409 (2024) - [i15]Nianqi Li, Zujie Liang, Siyu Yuan, Jiaqing Liang, Feng Wei, Yanghua Xiao:
MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning. CoRR abs/2412.12609 (2024) - 2023
- [c11]Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang:
Distilling Script Knowledge from Large Language Models for Constrained Language Planning. ACL (1) 2023: 4303-4325 - [c10]Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie:
Causality-aware Concept Extraction based on Knowledge-guided Prompting. ACL (1) 2023: 9255-9272 - [c9]Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang:
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. EMNLP (Findings) 2023: 2446-2460 - [i14]Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie:
Causality-aware Concept Extraction based on Knowledge-guided Prompting. CoRR abs/2305.01876 (2023) - [i13]Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang:
Distilling Script Knowledge from Large Language Models for Constrained Language Planning. CoRR abs/2305.05252 (2023) - [i12]Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. CoRR abs/2305.05994 (2023) - [i11]Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang:
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. CoRR abs/2305.12660 (2023) - [i10]Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao:
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. CoRR abs/2308.13961 (2023) - 2022
- [c7]Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao:
Generative Entity Typing with Curriculum Learning. EMNLP 2022: 3061-3073 - [c5]Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao:
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. ECML/PKDD (2) 2022: 707-723 - [i6]Jingjie Yi, Deqing Yang, Siyu Yuan, Caiyan Cao, Zhiyao Zhang, Yanghua Xiao:
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. CoRR abs/2207.13254 (2022) - [i5]Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie:
Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension. CoRR abs/2208.14139 (2022) - [i4]Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao:
Generative Entity Typing with Curriculum Learning. CoRR abs/2210.02914 (2022) - 2021
- [c3]Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie:
Large-Scale Multi-granular Concept Extraction Based on Machine Reading Comprehension. ISWC 2021: 93-110
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