538 citations · 2.4k across the 71 of their papers we have counts for
Showing 2018 · cs.CLShow all
3 papers · 2 filters
cs.CL2018
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…
cs.CL2018★ 15 cited
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…
cs.CL2018★ 101 cited
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…