Shuaichen Chang | Semantic Scholar

Publications
Influence

Contextualized Non-local Neural Networks for Sequence Learning

Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung
AAAI
2018

Recently, a large number of neural mechanisms and models have been proposed for sequence learning, of which self-attention, as exemplified by the Transformer model, and graph neural networks (GNNs)… (More)

Zero-shot Text-to-SQL Learning with Auxiliary Task

Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Wen Huang, Xiaodong He, Bowen Zhou
ArXiv
2019

Recent years have seen great success in the use of neural seq2seq models on the text-to-SQL task. However, little work has paid attention to how these models generalize to realistic unseen data,… (More)