4 code implementations • 16 Oct 2019 • Tong Guo, Huilin Gao
We present a simple methods to leverage the table content for the BERT-based model to solve the text-to-SQL problem.
Ranked #1 on Code Generation on WikiSQL
1 code implementation • 22 Aug 2019 • Tong Guo, Huilin Gao
We do the experiments on the semantic textual similarity dataset, Quora Question Pairs, and process the dataset for sentence ranking.
2 code implementations • 1 Jul 2019 • Tong Guo, Huilin Gao
We present a simple way to do the task of text-to-SQL problem with weak supervision.
1 code implementation • 12 Feb 2019 • Tong Guo, Huilin Gao
Semantic parsing is the task of mapping natural language to logic form.
2 code implementations • 30 Dec 2017 • Tong Guo, Huilin Gao
Generating structural query language (SQL) queries from natural language is a long-standing open problem.
Ranked #8 on Code Generation on WikiSQL
no code implementations • 5 Nov 2015 • Huilin Gao, Wenjie Chen, Lihua Dou
Image Classification based on BOW (Bag-of-words) has broad application prospect in pattern recognition field but the shortcomings are existed because of single feature and low classification accuracy.