105 citations · 372 across the 39 of their papers we have counts for
4 papers · 1 filter
GP: Context-free Grammar Pre-training for Text-to-SQL Parsers
Liang Zhao, Hexin Cao, Yunsong Zhao
A new method for Text-to-SQL parsing, Grammar Pre-training (GP), is proposed to decode deep relations between question and database. Firstly, to better utilize the information of d…
Graph-based Multi-hop Reasoning for Long Text Generation
Liang Zhao, Jingjing Xu, Junyang Lin +3
Long text generation is an important but challenging task.The main problem lies in learning sentence-level semantic dependencies which traditional generative models often suffer fr…
Compositional Generalization for Primitive Substitutions
Yuanpeng Li, Liang Zhao, Jianyu Wang +1
Compositional generalization is a basic mechanism in human language learning, but current neural networks lack such ability. In this paper, we conduct fundamental research for enco…
Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language
He Bai, Yu Zhou, Jiajun Zhang +3
To deploy a spoken language understanding (SLU) model to a new language, language transferring is desired to avoid the trouble of acquiring and labeling a new big SLU corpus. Trans…