Publications

One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs

Yinghui Li*, Jiayi Kuang*, Haojing Huang*, Zhikun Xu*†, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu

Under review in arXiv, 2025

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ToW: Thoughts of Words Improve Reasoning in Large Language Models

Zhikun Xu*, Ming Shen*, Jacob Dineen, Zhaonan Li, Xiao Ye, Shijie Lu, Aswin RRV, Chitta Baral, Ben Zhou

Published in Main Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), 2025

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Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark

Zhikun Xu*, Yinghui Li*, Ruixue Ding, Xinyu Wang, Boli Chen, Yong Jiang, Hai-Tao Zheng, Wenlian Lu, Pengjun Xie, Fei Huang

Published in International Conference on Computational Linguistics (COLING), 2025

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VISUAL-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning

Zongyu Lin*, Zhikun Xu*, Xiaohan Song, Yixin Wan, Stuart X. Yao, Tsung-Han Lin, Selina Song, Pranav Subbaraman, Ben Zhou, Kai-Wei Chang, Yizhou Sun

Published in (Withdrawn) Findings of Empirical Methods in Natural Language Processing (EMNLP), 2024

Evaluating Open-QA Evaluation

Cunxiang Wang*, Sirui Cheng*, Qipeng Guo, Zhikun Xu, Bowen Ding, Yunhao Yun, Yidong Wang, Xiangkun Hu, Zheng Zhang and Yue Zhang

Published in Datasets and Benchmarks Track, Neural Information Processing Systems (NeurlPS), 2023

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Exploiting Abstract Meaning Representation for Open-Domain Question Answering

Cunxiang Wang, Zhikun Xu, Qipeng Guo, Xiangkun Hu, Xuefeng Bai, Zheng Zhang, Yue Zhang

Published in Findings of Association for Computational Linguistics (ACL), 2023

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