%Aigaion2 BibTeX export from Idiap Publications
%Friday 05 December 2025 11:22:14 AM

@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}
}