benbogin / spider-schema-gnn-global

Author implementation of Global Reasoning over Database Structures for Text-to-SQL Parsing

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

difference between spider-schema-gnn and -global

jaydeepb-inexture opened this issue · comments

what is diffrenece in implementation of this and https://github.com/benbogin/spider-schema-gnn
as this implementation shows better result than https://github.com/benbogin/spider-schema-gnn?

The implementation are detailed in the papers: Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing, Global Reasoning over Database Structures for Text-to-SQL Parsing

The two main contributions in the latter is a global gating mechanism for entities (tables/columns), and a re-ranker.