Papers by Wangsu Hu
Service-oriented Text-to-SQL Parsing (2020.findings-emnlp)
Copied to clipboard
| Challenge: | TEXT2SQL models focus on generating complex SQL query in a precise and complete fashion . current models focus only on executing complex queries in production environment . TExT2sql models are limited by human labor and limited by predefined template . |
| Approach: | They propose a text-to-sql parser that translates natural language utterance to SQL query . the framework enables flexibly access database than rigid API in the application . |
| Outcome: | The proposed model outperforms baseline models in the WikiSQL task by 13% error reduction. |