Papers with grammar linking
Re-appraising the Schema Linking for Text-to-SQL (2023.findings-acl)
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| Challenge: | Recent work has shown that schema linking reduces robustness of text-to-SQL models . EMSL is used to correlate natural language queries with the given database schema . |
| Approach: | They propose a grammar linking module to help model align grammar references with SQL keywords. |
| Outcome: | The proposed language model improves performance without using EMSL, the authors show . their language model is more robust, and the proposed grammar linking improves interoperability . |