%Aigaion2 BibTeX export from Idiap Publications %Saturday 21 December 2024 04:37:49 PM @INPROCEEDINGS{Vallejo-Aldana_IBERLEF2023_2023, author = {Vallejo-Aldana, Daniel and L{\'{o}}pez-Monroy, A. Pastor and Villatoro-Tello, Esa{\'{u}}}, projects = {Idiap}, month = sep, title = {Enhancing Multi-modal Classification of Violent Events using Image Captioning}, booktitle = {Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), CEUR Workshop Proceedings}, volume = {3496}, year = {2023}, location = {Ja{\'{e}}n, Spain}, issn = {1613-0073}, url = {https://ceur-ws.org/Vol-3496/davincis-paper2.pdf}, abstract = {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} }