TY - JOUR
T1 - Distant supervision for emotion classification task using emoji2emotion
AU - Rakhmetullina, Aisulu
AU - Trautmann, Dietrich
AU - Groh, Georg
N1 - Publisher Copyright:
Copyright © 2018 held by the author(s).
PY - 2018
Y1 - 2018
N2 - 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 emoji-emotion pair in a form of emoji2emotion mapping.
AB - 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 emoji-emotion pair in a form of emoji2emotion mapping.
UR - http://www.scopus.com/inward/record.url?scp=85050086894&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85050086894
SN - 1613-0073
VL - 2130
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 1st International Workshop on Emoji Understanding and Applications in Social Media, Emoji 2018
Y2 - 25 June 2018
ER -