EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions

Code

• github.com/tsproisl/EmotiKLUE
  OfficialIn papernone★ 0

Abstract

EmotiKLUE is a submission to the Implicit Emotion Shared Task. It is a deep learning system that combines independent representations of the left and right contexts of the emotion word with the topic distribution of an LDA topic model. EmotiKLUE achieves a macro average F₁score of 67.13\%, significantly outperforming the baseline produced by a simple ML classifier. Further enhancements after the evaluation period lead to an improved F₁score of 68.10\%.

Tasks

Reproductions