English Research Paper

Distant Supervision for Emotion Classification Task using emoji2emotion

Emoji 2018 - Workshop on Emoji Understanding and Applications in Social Media |


Increasing number of research in the area of distant supervision for emotion detection task requires a reliable mapping between noisy labels and emotion classes. We propose a method for an experimental creation of such a reliable mapping based on manually annotated data and quantitative relations between labels and classes on example of emojiemotion pair in a form of emoji2emotion mapping.