Publications

Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji (2023). CREATOR - Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation. In Arxiv.

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Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek Abdelzaher, Heng Ji (2023). LM-Switch - Lightweight Language Model Conditioning in Word Embedding Space. In Arxiv.

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Chi Han, Ziqi Wang, Han Zhao, Heng Ji (2023). In-Context Learning of Large Language Models Explained as Kernel Regression. In Arxiv.

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Ziqi Wang, Chi Han, Wenxuan Bao, Heng Ji (2023). Understanding the Effect of Data Augmentation on Knowledge Distillation. In Arxiv.

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Chi Han, Hengzhi Pei, Xinya Du, Heng Ji (2023). Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. In ACL Findings 2023.

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Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji (2023). RCOT - Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought. In Arxiv.

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Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun (2023). Tool Learning with Foundation Models. In Arxiv.

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Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji (2023). Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. In ICLR 2023.

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Chi Han, Mingxuan Wang, Heng Ji, Lei Li (2021). Learning Shared Semantic Space for Speech-to-Text Translation. In ACL Findings 2021.

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Heng Dong, Tonghan Wang, Jiayuan Liu, Chi Han, Chongjie Zhang (2021). Birds of a Feather Flock Together - A Close Look at Cooperation Emergence via Multi-Agent RL. In Arxiv.

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Chi Han, Jiayuan Mao, Chuang Gan, Josh Tenenbaum, Jiajun Wu (2019). Visual Concept-Metaconcept Learning. In NeurIPS 2019.

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