Framed Multi30K: A Frame-Based Multimodal-Multilingual Dataset
Marcelo Viridiano, Arthur Lorenzi, Tiago Timponi Torrent, Ely E. Matos, Adriana S. Pagano, Natália Sathler Sigiliano, Maucha Gamonal, Helen de Andrade Abreu
Abstract
This paper presents Framed Multi30K (FM30K), a novel frame-based Brazilian Portuguese multimodal-multilingual dataset which i) extends the Multi30K dataset (Elliot et al., 2016) with 158,915 original Brazilian Portuguese descriptions, and 30,104 Brazilian Portuguese translations from original English descriptions; and ii) adds 2,677,613 frame evocation labels to the 158,915 English descriptions and to the ones created for Brazilian Portuguese; (iii) extends the Flickr30k Entities dataset (Plummer et al., 2015) with 190,608 frames and Frame Elements correlations with the existing phrase-to-region correlations.
BibTeX
@inproceedings{viridiano-etal-2024-framed,
title = "Framed {M}ulti30{K}: A Frame-Based Multimodal-Multilingual Dataset",
author = "Viridiano, Marcelo and
Lorenzi, Arthur and
Timponi Torrent, Tiago and
Matos, Ely E. and
Pagano, Adriana S. and
Sathler Sigiliano, Nat{\'a}lia and
Gamonal, Maucha and
de Andrade Abreu, Helen and
Vicente Dutra, L{\'i}via and
Samagaio, Mairon and
Carvalho, Mariane and
Campos, Franciany and
Azalim, Gabrielly and
Mazzei, Bruna and
Fonseca de Oliveira, Mateus and
Luz, Ana Carolina and
Padua Ruiz, Livia and
Bellei, J{\'u}lia and
Pestana, Amanda and
Costa, Josiane and
Rabelo, Iasmin and
Silva, Anna Beatriz and
Roza, Raquel and
Souza Mota, Mariana and
Oliveira, Igor and
Pelegrino de Freitas, M{\'a}rcio Henrique",
editor = "Calzolari, Nicoletta and
Kan, Min-Yen and
Hoste, Veronique and
Lenci, Alessandro and
Sakti, Sakriani and
Xue, Nianwen",
booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)",
month = may,
year = "2024",
address = "Torino, Italia",
publisher = "ELRA and ICCL",
url = "https://aclanthology.org/2024.lrec-main.656/",
pages = "7438--7449"
}