UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil
José Antonio García-Díaz, Miguel Ángel Rodríguez García, Rafael Valencia‐García · 2022
This working notes summarises the participation of the UMUTeam on the TamilNLP (ACL 2022) shared task concerning emotion analysis in Tamil.We participated in the two multiclassification challenges proposed with a neural network that combines linguistic features with different feature sets based on contextual and non-contextual sentence embeddings.Our proposal achieved the 1st result for the second subtask, with an f1-score of 15.1% discerning among 30 different emotions.However, our results for the first subtask were not recorded in the official leader board.Accordingly, we report our results for this subtask with the validation split, reaching a macro f1-score of 32.360%.