L
Lipeng Zhang
Researcher at Tianjin University
Publications - 2
Citations - 114
Lipeng Zhang is an academic researcher from Tianjin University. The author has contributed to research in topics: Decorrelation & Sentence. The author has an hindex of 2, co-authored 2 publications receiving 85 citations.
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Proceedings Article
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis
TL;DR: A position-aware bid Directional attention network (PBAN) based on bidirectional GRU, which not only concentrates on the position information of aspect terms, but also mutually models the relation between aspect term and sentence by employing biddirectional attention mechanism.
Proceedings ArticleDOI
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method
TL;DR: Experimental results on MNIST and CIFAR datasets demonstrate that EDM can effectively reduce the overfitting and improve the generalization capacity of DNNs.