Miguel Ángel Rodríguez García
2022
UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil
José García-Díaz
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Miguel Ángel Rodríguez García
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Rafael Valencia-García
Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages
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 multi-classification 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%.
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