Publications

Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu (2025). NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Vienna, Austria, July 27 - August 1, ACL 2025.

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Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu (2025). Reducing Tool Hallucination via Reliability Alignment. Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, ICML 2025.

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Hongshen Xu, Lu Chen, Liangtai Sun, Ruisheng Cao, Da Ma, Kai Yu (2025). EveMRC: Two-Stage Bidirectional Evidence Modeling for Multi-Choice Machine Reading Comprehension. IEEE Transaction on Audio, Speech and Language Processing, vol. 33, pp. 1011-1022, TASLP 2025.

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Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu (2025). Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows. International Conference on Learning Representations (ICLR), 2025.

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Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Hongshen Xu, Tianbao Xie, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu (2024). Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?. Advances in Neural Information Processing Systems (NeurIPS), 2024.

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Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu (2024). CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers).

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Ruisheng Cao, Hongshen Xu, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu (2024). A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu (2024). OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments. Advances in Neural Information Processing Systems (NeurIPS), 2024.

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Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu (2024). Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024.

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Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu (2023). ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023.

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