Biography
Ruisheng Cao is a 3rd-year PhD candidate at X-LANCE Lab supervised by professor Kai Yu, in Shanghai Jiao Tong University. His research interests mainly lie in natural language understanding, especially structured knowledge grounding problems such as semantic parsing, text-to-SQL, and task-oriented dialogue system.
Interests
- Semantic Parsing
- Text-to-SQL
- Knowledge Base Question Answering
- Spoken Language Understanding
- Task-oriented Dialogue System
- Natural Language Understanding
Education
PhD candidate in Computer Technology, 2021-present
Shanghai Jiao Tong University
M.Eng. in Computer Technology, 2018-2021
Shanghai Jiao Tong University
B.Eng. in Computer Science and Technology, 2014-2018
Shanghai Jiao Tong University
Selected Publications
See more publications.
(2023).
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2023).
(2021).
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).
(2020).
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020).
(2020).
Dual Learning for Semi-Supervised Natural Language Understanding.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 2020.
(2019).
Semantic Parsing with Dual Learning.
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019).
Contact
- ruishengcao@gmail.com
- +86 18217583036
- No.800 Dongchuan Road, Shanghai, 200240
- Room 223, SEIEE Building 3