Junqi Huang

GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL

Schema linking is widely recognized as a key factor in improving text-to-SQL performance. Supervised fine-tuning approaches enhance SQL generation quality by explicitly fine-tuning schema linking as an extraction task. However, they suffer from two major limitations: (i) The training corpus of small