This document describes our system’s results in the evaluation campaign on the prediction of Emoji in Italian, organized in the context of EVALITA 20181 (Ronzano et al., 2018).
Given the text of a tweet in Italian, the task is to predict the emoji most likely associated with that tweet among the 25 emojis selected by the organizers. In this report, we describe the three proposed systems for evaluation.
The approach described starts from creating two different models, one for the part of categorization, and the other for the part of polarity. And to combine the two models to get a better understanding of the dataset.