Abstract
In this paper, we describe a methodology to predict emoji in tweets. Our approach is based on the classic bag-of-words model in conjunction with word embeddings. The used classification algorithm was Logistic Regression. This architecture was used and evaluated in the context of the SemEval 2018 challenge (task 2, subtask 1).
Cite
CITATION STYLE
APA
Ribeiro, A. P., & da Silva, N. F. F. (2018). #TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets. In NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop (pp. 415–418). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/s18-1064
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