128 citations · 670 across the 47 of their papers we have counts for
6 papers · 1 filter
Improving Automatic Source Code Summarization via Deep Reinforcement Learning
Yao Wan, Zhou Zhao, Min Yang +4
Code summarization provides a high level natural language description of the function performed by code, as it can benefit the software maintenance, code categorization and retriev…
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training
Yao Wan, Wenqiang Yan, Jianwei Gao +3
Dialogue Act (DA) classification is a challenging problem in dialogue interpretation, which aims to attach semantic labels to utterances and characterize the speaker's intention. C…
Dial2Desc: End-to-end Dialogue Description Generation
Haojie Pan, Junpei Zhou, Zhou Zhao +3
We first propose a new task named Dialogue Description (Dial2Desc). Unlike other existing dialogue summarization tasks such as meeting summarization, we do not maintain the natural…
Textually Guided Ranking Network for Attentional Image Retweet Modeling
Zhou Zhao, Hanbing Zhan, Lingtao Meng +5
Retweet prediction is a challenging problem in social media sites (SMS). In this paper, we study the problem of image retweet prediction in social media, which predicts the image s…
Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding
Zhou Yu, Jun Yu, Chenchao Xiang +3
Visual grounding aims to localize an object in an image referred to by a textual query phrase. Various visual grounding approaches have been proposed, and the problem can be modula…
Investigating Capsule Networks with Dynamic Routing for Text Classification
Wei Zhao, Jianbo Ye, Min Yang +3
In this study, we explore capsule networks with dynamic routing for text classification. We propose three strategies to stabilize the dynamic routing process to alleviate the distu…