Haiyun Peng
Nanyang Technological University(SG)
Publications by Year
Research Areas
Sentiment Analysis and Opinion Mining, Topic Modeling, Advanced Text Analysis Techniques, Text and Document Classification Technologies, Natural Language Processing Techniques
Most-Cited Works
- → Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM(2018)603 cited
- → Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis(2020)418 cited
- → Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis(2018)308 cited
- → Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis(2017)213 cited
- → An estimation of CO 2 emission via agricultural crop residue open field burning in China from 1996 to 2013(2015)199 cited
- → A Review of Sentiment Analysis Research in Chinese Language(2017)191 cited
- → Learning multi-grained aspect target sequence for Chinese sentiment analysis(2018)162 cited
- → Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications(2019)137 cited
- → Disentangled Variational Auto-Encoder for semi-supervised learning(2019)89 cited
- → BabelSenticNet: A Commonsense Reasoning Framework for Multilingual Sentiment Analysis(2018)86 cited