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Sentiment analysis has been a popular field in natural language processing. Sentiments can be expressed explicitly or implicitly. Most current studies on sentiment analysis focus on the identification of explicit sentiments. However, implicit sentiment analysis has become one of the most difficult tasks in sentiment analysis due to the absence of ex…

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bilstm_mpoa

Our experiments are conducted on the dataset of the evaluation of the Chinese implicit sentiment analysis task in SMP2019 (one of the top academic conferences on social media processing in China). You can download it in http://sa-nsfc.com/evaluation/.

Please cite this article as: J. Wei, J. Liao and Z. Yang et al., BiLSTM with Multi-Polarity Orthogonal Attention for Implicit Sentiment Analysis, Neurocomputing, https://doi.org/10.1016/j.neucom.2019.11.054

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Sentiment analysis has been a popular field in natural language processing. Sentiments can be expressed explicitly or implicitly. Most current studies on sentiment analysis focus on the identification of explicit sentiments. However, implicit sentiment analysis has become one of the most difficult tasks in sentiment analysis due to the absence of ex…

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