Update README.md

README.md

@@ -1,10 +1,10 @@
-# Text2SQL Task T5-Base + Fine-tuning on Spider + Table Augumentation
+# Text2SQL Task T5-Base + E-commerce pre-training
 
-This is our T5 model fine-tuned on Spider using a schema serialization, which includes a table description for injecting domain knowledge into T5
+This is our T5 model pre-trained on 18k e-commerce pages from popular blogs and fine-tuned on Spider using a schema serialization.
 ## Running the model
 
-Inspired by the work done by [Picard](https://github.com/ElementAI/picard/) by adding a table description to the question and serialized schema:
+Inspired by the work done by [Picard](https://github.com/ElementAI/picard/) by adding a pre-training step for better performance on e-commerce data.
 
 ```python
-[question] | [db_id] | [table] : [column] ( [content] , [content] ) , [column] ( ... ) , [...] | [table] : ... | ... description * [table] : <meaning of table>; [table] : <meaning of table> ; ....  
-```
+[question] | [db_id] | [table] : [column] ( [content] , [content] ) , [column] ( ... ) , [...] | [table] : ... | ...
+```