TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL

Yikai Zhang | Siyu Yuan | Caiyu Hu | Kyle Richardson | Yanghua Xiao | Jiangjie Chen |

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ACL

Siyu Yuan | Jiangjie Chen | Changzhi Sun | Jiaqing Liang | Yanghua Xiao | Deqing Yang |

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models F i n d i n g s - A C L

Yikai Zhang | Qianyu He | Xintao Wang | Siyu Yuan | Jiaqing Liang | Yanghua Xiao |

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews ACL

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 |

Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? EMNLP

Siyu Yuan | Cheng Jiayang | Lin Qiu | Deqing Yang |

Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works EMNLP

Xinfeng Yuan | Siyu Yuan | Yuhan Cui | Tianhe Lin | Xintao Wang | Rui Xu | Jiangjie Chen | Deqing Yang |

“A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP

Zhijun Xu | Siyu Yuan | Lingjie Chen | Deqing Yang |