Weibin Liao

LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models

ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning

Bridging Global Intent with Local Details: A Hierarchical Representation Approach for Semantic Validation in Text-to-SQL

Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation

TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees