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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★ 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…