124 citations · 285 across the 18 of their papers we have counts for
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cs.AI2020
Compositional Generalization by Learning Analytical Expressions
Qian Liu, Shengnan An, Jian-Guang Lou +6
Compositional generalization is a basic and essential intellective capability of human beings, which allows us to recombine known parts readily. However, existing neural network ba…
cs.AI2019★ 2 cited
A Hybrid Semantic Parsing Approach for Tabular Data Analysis
Yan Gao, Jian-Guang Lou, Dongmei Zhang
This paper presents a novel approach to translating natural language questions to SQL queries for given tables, which meets three requirements as a real-world data analysis applica…