Modelpublic

elena-soare/bat-table-aug

sourceHugging Faceupdated 4y agoView on Hugging Face

0likes54downloads

Model Card

Text2SQL Task T5-Base + Fine-tuning on Spider + Table Augumentation

This is our T5 model fine-tuned on Spider using a schema serialization, which includes a table description for injecting domain knowledge into T5

Running the model

Inspired by the work done by Picard by adding a table description to the question and serialized schema:

python

[question] | [db_id] | [table] : [column] ( [content] , [content] ) , [column] ( ... ) , [...] | [table] : ... | ... description * [table] : <meaning of table>; [table] : <meaning of table> ; ....