Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning

3 Feb 2018Minghai ChenSen WangPaul Pu LiangTadas BaltrušaitisAmir ZadehLouis-Philippe Morency

With the increasing popularity of video sharing websites such as YouTube and Facebook, multimodal sentiment analysis has received increasing attention from the scientific community. Contrary to previous works in multimodal sentiment analysis which focus on holistic information in speech segments such as bag of words representations and average facial expression intensity, we develop a novel deep architecture for multimodal sentiment analysis that performs modality fusion at the word level... (read more)

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