Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments

no code implementations • 9 Aug 2019 • Wenmian Yang, Weijia Jia, Wenyuan Gao, Xiaojie Zhou, Yutao Luo

In this paper, we proposed a novel Similarity-Based Network with Interactive Variance Attention (SBN-IVA) to classify comments as spoilers or not.

Semantic Similarity Semantic Textual Similarity

Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network

no code implementations • 10 May 2019 • Wenmian Yang, Weijia Jia, XIaojie Zhou, Yutao Luo

To distinguish cases with similar descriptions but different penalties, we integrate word collocations features of fact descriptions into the network via an attention mechanism.

Herding Effect based Attention for Personalized Time-Sync Video Recommendation

no code implementations • 2 May 2019 • Wenmian Yang, Wenyuan Gao, Xiaojie Zhou, Weijia Jia, Shaohua Zhang, Yutao Luo

Time-sync comment (TSC) is a new form of user-interaction review associated with real-time video contents, which contains a user's preferences for videos and therefore well suited as the data source for video recommendations.

Collaborative Filtering