Haiyun Peng

Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM

Yukun Ma, Haiyun Peng, Erik Cambria · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 602 citations · Full text

Engineering, Machine Learning, Multimodal Sentiment Analysis +19

Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis

Haiyun Peng, Lu Xu, Lidong Bing et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 415 citations · Full text

Engineering, Communication, Semantics +23

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis

Yukun Ma, Haiyun Peng, Tahir Abbas Khan et al. · Cognitive Computation · 2018 · 307 citations

Natural Language Processing, Engineering, Machine Learning +12

Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis

Soujanya Poria, Haiyun Peng, Amir Hussain et al. · Neurocomputing · 2017 · 210 citations

Natural Language Processing, Engineering, Machine Learning +13

An estimation of CO 2 emission via agricultural crop residue open field burning in China from 1996 to 2013

Jianfeng Sun, Haiyun Peng, Jianmin Chen et al. · Journal of Cleaner Production · 2015 · 197 citations

Carbon Sequestration, Engineering, Greenhouse Gas Emission +9