KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SemEval

Weiqi Wang | Baixuan Xu | Haochen Shi | Jiaxin Bai | Qi Hu | Yangqiu Song |

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph F i n d i n g s - N A A C L

Zhaowei Wang | Haochen Shi | Weiqi Wang | Tianqing Fang | Hongming Zhang | Sehyun Choi | Xin Liu | Yangqiu Song |

OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ACL

Haochen Shi | Zhiyuan Sun | Xingdi Yuan | Marc-Alexandre Côté | Bang Liu |

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL

Weiqi Wang | Tianqing Fang | Chunyang Li | Haochen Shi | Wenxuan Ding | Baixuan Xu | Zhaowei Wang | Jiaxin Bai | Xin Liu | Cheng Jiayang | Chunkit Chan | Yangqiu Song |

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games F i n d i n g s - A C L

Dekun Wu | Haochen Shi | Zhiyuan Sun | Bang Liu |

ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities EMNLP

Ying Su | Zhan Ling | Haochen Shi | Cheng Jiayang | Yauwai Yim | Yangqiu Song |

Enhancing Agent Learning through World Dynamics Modeling F i n d i n g s - E M N L P

Zhiyuan Sun | Haochen Shi | Marc-Alexandre Côté | Glen Berseth | Xingdi Yuan | Bang Liu |

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP

Baixuan Xu | Weiqi Wang | Haochen Shi | Wenxuan Ding | Huihao Jing | Tianqing Fang | Jiaxin Bai | Xin Liu | Changlong Yu | Zheng Li | Chen Luo | Qingyu Yin | Bing Yin | Long Chen | Yangqiu Song |