Yukun Ma

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 · 608 citations · Full text

Computing, Computer Science, Computational Linguistics +16

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

Yukun Ma, Haiyun Peng, Tahir Abbas Khan et al. · Cognitive Computation · 2018 · 310 citations

Computing, Computer Science, Computational Linguistics +15

Technical analysis and sentiment embeddings for market trend prediction

Andrea Picasso, Simone Merello, Yukun Ma et al. · Expert Systems with Applications · 2019 · 292 citations

Computing, Business Analytics, Data Science +16

A survey on empathetic dialogue systems

Yukun Ma, Khanh Linh Nguyen, Frank Xing et al. · Information Fusion · 2020 · 219 citations

Computing, Communication, Computer Science +11

Learning multi-grained aspect target sequence for Chinese sentiment analysis

Haiyun Peng, Yukun Ma, Yang Li et al. · Knowledge-Based Systems · 2018 · 164 citations

Computing, Data Science, Computational Linguistics +12