Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL

no code implementations • 2 Aug 2021 • Junyang Huang, Yongbo Wang, Yongliang Wang, Yang Dong, Yanghua Xiao

It first learns relation embedding over the schema entities and question words with predefined schema relations with ELECTRA and relation aware transformer layer as backbone.

Relation Semantic Parsing

SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising

1 code implementation • Findings (NAACL) 2022 • Kuan Xu, Yongbo Wang, Yongliang Wang, Zujie Wen, Yang Dong

In text-to-SQL task, seq-to-seq models often lead to sub-optimal performance due to limitations in their architecture.

Denoising slot-filling +2

NAIRS: A Neural Attentive Interpretable Recommendation System

no code implementations • 20 Feb 2019 • Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen

In this paper, we develop a neural attentive interpretable recommendation system, named NAIRS.