CONF Vallejo-Aldana_IBERLEF2023_2023/IDIAP Enhancing Multi-modal Classification of Violent Events using Image Captioning Vallejo-Aldana, Daniel López-Monroy, A. Pastor Villatoro-Tello, Esaú Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), CEUR Workshop Proceedings Jaén, Spain 3496 1613-0073 2023 https://ceur-ws.org/Vol-3496/davincis-paper2.pdf URL This research paper presents our involvement in the collaborative evaluation campaign of DA- VINCIS@IberLEF 2023. Our focus lies on tackling the Violent-Event Identification (VEI) task, wherein we employ a multi-modal approach that combines textual input with image captions extracted from visual data. The obtained results demonstrate a competitive performance, as we achieved the top position in the VEI task with an average F1 score of 0.92638