2 papers
cs.CL2024
Schema-Aware Multi-Task Learning for Complex Text-to-SQL
Yangjun Wu, Han Wang
Conventional text-to-SQL parsers are not good at synthesizing complex SQL queries that involve multiple tables or columns, due to the challenges inherent in identifying the correct…
cs.CL2023
TLM: Token-Level Masking for Transformers
Yangjun Wu, Kebin Fang, Dongxiang Zhang +3
Structured dropout approaches, such as attention dropout and DropHead, have been investigated to regularize the multi-head attention mechanism in Transformers. In this paper, we pr…