LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction

Gaël Guibon, Magalie Ochs, Patrice Bellot


Abstract
In this paper we present the system submitted to the SemEval2018 task2 : Multilingual Emoji Prediction. Our system approaches both languages as being equal by first; considering word embeddings associated to automatically computed features of different types, then by applying bagging algorithm RandomForest to predict the emoji of a tweet.
Anthology ID:
S18-1081
Volume:
Proceedings of The 12th International Workshop on Semantic Evaluation
Month:
June
Year:
2018
Address:
New Orleans, Louisiana
Venue:
*SEMEVAL
SIGs:
SIGLEX | SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
502–506
Language:
URL:
https://www.aclweb.org/anthology/S18-1081
DOI:
10.18653/v1/S18-1081
Bib Export formats:
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PDF:
http://aclanthology.lst.uni-saarland.de/S18-1081.pdf