A Comparison of Word-Embeddings in Emotion Detection from Text using BiLSTM, CNN and Self-Attention

Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro. A Comparison of Word-Embeddings in Emotion Detection from Text using BiLSTM, CNN and Self-Attention. In George Angelos Papadopoulos, George Samaras, Stephan Weibelzahl, Dietmar Jannach, Olga C. Santos, editors, Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, UMAP 2019, Larnaca, Cyprus, June 09-12, 2019. pages 63-68, ACM, 2019. [doi]

Abstract

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