285 citations · 1.2k across the 36 of their papers we have counts for
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cs.LG2019★ 64 cited
Code Generation as a Dual Task of Code Summarization
Bolin Wei, Ge Li, Xin Xia +2
Code summarization (CS) and code generation (CG) are two crucial tasks in the field of automatic software development. Various neural network-based approaches are proposed to solve…
cs.LG2016★ 5 cited
Coupling Distributed and Symbolic Execution for Natural Language Queries
Lili Mou, Zhengdong Lu, Hang Li +1
Building neural networks to query a knowledge base (a table) with natural language is an emerging research topic in deep learning. An executor for table querying typically requires…
cs.LG2014★ 285 cited
Convolutional Neural Networks over Tree Structures for Programming Language Processing
Lili Mou, Ge Li, Lu Zhang +2
Programming language processing (similar to natural language processing) is a hot research topic in the field of software engineering; it has also aroused growing interest in the a…