Transfer learning applied to text classification in Spanish radiological reports

no code implementations • LREC 2020 • Pilar L{\'o}pez {\'U}beda, Manuel Carlos D{\'\i}az-Galiano, L. Alfonso Urena Lopez, Maite Martin, Teodoro Mart{\'\i}n-Noguerol, Antonio Luna

In this study we show a system using specific radiology clinic codes.

General Classification text-classification +2

SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing

no code implementations • SEMEVAL 2019 • Arturo Montejo-R{\'a}ez, Salud Mar{\'\i}a Jim{\'e}nez-Zafra, Miguel A. Garc{\'\i}a-Cumbreras, Manuel Carlos D{\'\i}az-Galiano

This paper describes the participation of the SINAI-DL team at Task 5 in SemEval 2019, called HatEval.

Data Augmentation Word Embeddings

SINAI-DL at SemEval-2019 Task 7: Data Augmentation and Temporal Expressions

no code implementations • SEMEVAL 2019 • Miguel A. Garc{\'\i}a-Cumbreras, Salud Mar{\'\i}a Jim{\'e}nez-Zafra, Arturo Montejo-R{\'a}ez, Manuel Carlos D{\'\i}az-Galiano, Estela Saquete

This paper describes the participation of the SINAI-DL team at RumourEval (Task 7 in SemEval 2019, subtask A: SDQC).

Data Augmentation General Classification +3

Pictogrammar: an AAC device based on a semantic grammar

no code implementations • WS 2016 • Fern Mart{\'\i}nez-Santiago, o, Miguel {\'A}ngel Garc{\'\i}a-Cumbreras, Arturo Montejo-R{\'a}ez, Manuel Carlos D{\'\i}az-Galiano

Language Acquisition