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Journal Articles
- 2023
[j1]Ruisheng Cao
, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu:
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13796-13813 (2023)
Conference and Workshop Papers
- 2024
- [c11]Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu:
Sparsity-Accelerated Training for Large Language Models. ACL (Findings) 2024: 14696-14707 - [c10]Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu:
Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind. LREC/COLING 2024: 11794-11812 - [c9]Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu:
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames. ICASSP 2024: 12251-12255 - [c8]Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu:
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. NAACL-HLT 2024: 6487-6508 - [c7]Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. WSDM 2024: 864-872 - 2023
- [c6]Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu:
Exploring Schema Generalizability of Text-to-SQL. ACL (Findings) 2023: 1344-1360 - [c5]Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu:
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. EMNLP (Findings) 2023: 3501-3532 - [c4]Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu:
Large Language Models Are Semi-Parametric Reinforcement Learning Agents. NeurIPS 2023 - 2022
- [c3]Hongshen Xu, Ray LC:
Cohesiveness of Robots in Groups Affects the Perception of Social Rejection by Human Observers. HRI 2022: 1100-1104 - [c2]Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu:
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. NAACL-HLT 2022: 1808-1821 - 2021
- [c1]Ray LC, Maurice Benayoun, PerMagnus Lindborg, Hongshen Xu, Hin Chung Chan, Ka Man Yip, Tianyi Zhang:
Power Chess: Robot-to-Robot Nonverbal Emotional Expression Applied to Competitive Play. ARTECH 2021: 2:1-2:11
Informal and Other Publications
- 2024
- [i12]Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu:
ChemDFM: Dialogue Foundation Model for Chemistry. CoRR abs/2401.14818 (2024) - [i11]Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu:
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames. CoRR abs/2402.18258 (2024) - [i10]Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. CoRR abs/2402.18262 (2024) - [i9]Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu:
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback. CoRR abs/2403.18349 (2024) - [i8]Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu:
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind. CoRR abs/2404.04748 (2024) - [i7]Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu:
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. CoRR abs/2405.02712 (2024) - [i6]Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu:
Sparsity-Accelerated Training for Large Language Models. CoRR abs/2406.01392 (2024) - [i5]Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu:
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? CoRR abs/2407.10956 (2024) - 2023
- [i4]Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu:
Large Language Model Is Semi-Parametric Reinforcement Learning Agent. CoRR abs/2306.07929 (2023) - [i3]Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu:
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. CoRR abs/2310.17342 (2023) - [i2]Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu:
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL. CoRR abs/2310.18662 (2023) - 2022
- [i1]Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu:
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. CoRR abs/2205.06435 (2022)
Coauthor Index
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