Bolin Wei — accepted AI-conference papers

2019

Code Generation as a Dual Task of Code Summarization

Bolin Wei, Ge Li, Xin Xia, Zhiyi Fu, Zhi Jin

NeurIPS 2019poster

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 these two tasks separately. However, there exists a specific intuitive correlation between CS and CG, which has not bee…

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2019

Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation

Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li +1

ICASSP 2019accepted

This paper addresses the question: In neural dialog systems, why do sequence-to-sequence (Seq2Seq) neural networks generate short and meaningless replies for open-domain response generation? We conjecture that in a dialog system, due to the randomness of spoken language, there may be multiple equall…

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