arXiv Open Access 2024

Temporal Image Caption Retrieval Competition -- Description and Results

Jakub Pokrywka Piotr Wierzchoń Kornel Weryszko Krzysztof Jassem

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Abstrak

Multimodal models, which combine visual and textual information, have recently gained significant recognition. This paper addresses the multimodal challenge of Text-Image retrieval and introduces a novel task that extends the modalities to include temporal data. The Temporal Image Caption Retrieval Competition (TICRC) presented in this paper is based on the Chronicling America and Challenging America projects, which offer access to an extensive collection of digitized historic American newspapers spanning 274 years. In addition to the competition results, we provide an analysis of the delivered dataset and the process of its creation.

Topik & Kata Kunci

cs.CV cs.CL

Penulis (4)

Jakub Pokrywka

Piotr Wierzchoń

Kornel Weryszko

Krzysztof Jassem

Format Sitasi

APA MLA BibTeX

Pokrywka, J., Wierzchoń, P., Weryszko, K., Jassem, K. (2024). Temporal Image Caption Retrieval Competition -- Description and Results. https://arxiv.org/abs/2410.06314

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Informasi Jurnal

Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓