Open alex-sun-kuo opened 1 year ago
wow interesting stuff. this is optimizing on the encoder / decoder level for optimal SQL generation.
Ranking-enhanced Encoding and Skeleton-aware Decoding
I'm gonna try to understand this. Also tried looking for this model on HuggingFace but couldn't find it, otherwise that would be pretty awesome
https://github.com/RUCKBReasoning/RESDSQL
^ This repo has an implementation of this paper: https://arxiv.org/pdf/2302.05965.pdf It details an advanced strategy for generating accurate SQL to answer a natural language query. As far as I understand there's a muli-step sequential process:
It would be dope to implement this in our project. It would help us scale up to larger datasets.
Currently, we just do: