92 citations · 155 across the 5 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CL2016★ 92 cited
Improving Twitter Sentiment Classification via Multi-Level Sentiment-Enriched Word Embeddings
Shufeng Xiong
Most of existing work learn sentiment-specific word representation for improving Twitter sentiment classification, which encoded both n-gram and distant supervised tweet sentiment…
cs.CL2016★ 20 cited
A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features
Fei Li, Meishan Zhang, Guohong Fu +2
Relation classification is associated with many potential applications in the artificial intelligence area. Recent approaches usually leverage neural networks based on structure fe…
cs.CL2016★ 22 cited
Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong, Yue Zhang, Donghong Ji +1
Aspect phrase grouping is an important task in aspect-level sentiment analysis. It is a challenging problem due to polysemy and context dependency. We propose an Attention-based De…