Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks

14 Aug 2017 Sayyed M. Zahiri Jinho D. Choi

While there have been significant advances in detecting emotions from speech and image recognition, emotion detection on text is still under-explored and remained as an active research field. This paper introduces a corpus for text-based emotion detection on multiparty dialogue as well as deep neural models that outperform the existing approaches for document classification... (read more)

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CK+ EmoBank

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