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Ruisheng Cao
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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
R Cao, L Chen, Z Chen, S Zhu, K Yu
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
1582021
Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments
T Xie, D Zhang, J Chen, X Li, S Zhao, R Cao, JH Toh, Z Cheng, D Shin, ...
Advances in Neural Information Processing Systems 37, 52040-52094, 2025
682025
Semantic parsing with dual learning
R Cao, S Zhu, C Liu, J Li, K Yu
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
672019
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
Z Chen, L Chen, Y Zhao, R Cao, Z Xu, S Zhu, K Yu
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
532021
Unsupervised dual paraphrasing for two-stage semantic parsing
R Cao, S Zhu, C Yang, C Liu, R Ma, Y Zhao, L Chen, K Yu
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
482020
Dual learning for semi-supervised natural language understanding
S Zhu, R Cao, K Yu
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1936-1947, 2020
392020
Line graph enhanced AMR-to-text generation with mix-order graph attention networks
Y Zhao, L Chen, Z Chen, R Cao, S Zhu, K Yu
Proceedings of the 58th Annual meeting of the association for computational …, 2020
292020
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought
H Zhang, R Cao, L Chen, H Xu, K Yu
arXiv preprint arXiv:2310.17342, 2023
262023
Decoupled dialogue modeling and semantic parsing for multi-turn text-to-SQL
Z Chen, L Chen, H Li, R Cao, D Ma, M Wu, K Yu
arXiv preprint arXiv:2106.02282, 2021
212021
Jointly encoding word confusion network and dialogue context with bert for spoken language understanding
C Liu, S Zhu, Z Zhao, R Cao, L Chen, K Yu
Proc. Interspeech 2020, 871-875, 2020
192020
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
R Cao, F Lei, H Wu, J Chen, Y Fu, H Gao, X Xiong, H Zhang, Y Mao, W Hu, ...
arXiv preprint arXiv:2407.10956, 2024
132024
Benchmarking multimodal agents for open-ended tasks in real computer environments
T Xie, D Zhang, J Chen, X Li, S Zhao, R Cao, TJ Hua, Z Cheng, D Shin, ...
URL http://arxiv. org/abs/2404.07972, 2024
132024
DIR: A Large-Scale Dialogue Rewrite Dataset for Cross-Domain Conversational Text-to-SQL
J Li, Z Chen, L Chen, Z Zhu, H Li, R Cao, K Yu
Applied Sciences 13 (4), 2262, 2023
82023
Vector projection network for few-shot slot tagging in natural language understanding
S Zhu, R Cao, L Chen, K Yu
arXiv preprint arXiv:2009.09568, 2020
82020
Relation-aware graph transformer for sql-to-text generation
D Ma, X Chen, R Cao, Z Chen, L Chen, K Yu
Applied Sciences 12 (1), 369, 2021
72021
Spider 2.0: Evaluating language models on real-world enterprise text-to-sql workflows
F Lei, J Chen, Y Ye, R Cao, D Shin, H Su, Z Suo, H Gao, W Hu, P Yin, ...
arXiv preprint arXiv:2411.07763, 2024
62024
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL
R Cao, L Chen, J Li, H Zhang, H Xu, W Zhang, K Yu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
52023
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL
R Cao, H Zhang, H Xu, J Li, D Ma, L Chen, K Yu
arXiv preprint arXiv:2310.18662, 2023
42023
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
H Zhang, R Cao, H Xu, L Chen, K Yu
arXiv preprint arXiv:2405.02712, 2024
32024
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling
S Jiang, S Zhu, R Cao, Q Miao, K Yu
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
32023
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