Bridging the Semantic Gap: Contrastive Rewards for Multilingual Text-to-SQL with GRPO

Ashish Kattamuri, Ishita Prasad, Meetu Malhotra +3

Current Text-to-SQL methods are evaluated and only focused on executable queries, overlooking the semantic alignment challenge -- both in terms of the semantic meaning of the query…