Ruisheng Cao

According to our database, Ruisheng Cao authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

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

CoRR, 2024

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

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

CoRR, 2024

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.

Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions.

Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames.

Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL.

Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.

Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu

CoRR, 2023

ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought.

Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset.

Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Exploring Schema Generalizability of Text-to-SQL.

Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling.

Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.

Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.

Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu

Proceedings of the Natural Language Processing and Chinese Computing, 2021

ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.

Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.

Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.

Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Dual Learning for Semi-Supervised Natural Language Understanding.

Su Zhu, Ruisheng Cao, Kai Yu

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding.

Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu

CoRR, 2020

Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.

Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks.

Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.

Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Semantic Parsing with Dual Learning.

Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019