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CLINICAL TRIALS FOR EVIDENCE-BASED MEDICINE IN SPANISH (CT-EBM-SP) CORPUS AND WORD-EMBEDDINGS
- Campillos-Llanos, Leonardo
- Capllonch-Carrión, Adrián
- Valverde-Mateos, Ana
- Moreno-Sandoval, Antonio
The NLPMedTerm project aims at providing the research community with resources for natural language processing (NLP) in the health domain for Spanish. A Work Package of the project is a corpus texts annotated with medical entities as a resource for experiments in Named Entity Recognition. The corpus is aimed at training machine-learning models incorporating state-of-the-art neural network approaches. Another Work Package are the word embeddings from the medical domain.
The Clinical Trials for Evidence-Based-Medicine in Spanish (CT-EBM-SP) corpus is a collection of 1200 texts about clinical trials studies and clinical trials announcements: - 500 abstracts from journals published under a Creative Commons license, e.g. available in PubMed or the Scientific Electronic Library Online (SciELO) - 700 clinical trials announcements published in the European Clinical Trials Register and Repositorio Español de Estudios Clínicos The word-embeddings were trained with fastText and using the following parameters: skipgram model, window size = 10, dimensions = 100, minimum frequency = 1, number of negatives sampled = 10, learning rate = 1e-4. We used texts from the European Medicines Agency corpus (∼13.9M tokens) and articles from the Scientific Electronic Library Online (SciELO) repository (∼25M tokens)
MICRORNAS-MEDIATED REGULATION OF INSULIN SIGNALING IN WHITE ADIPOSE TISSUE DURING AGING: ROLE OF CALORIC RESTRICTION
- Medina Gómez, Gema
HISTORIA DE LA LENGUA ESPAÑOLA DE RAMÓN MENÉNDEZ PIDAL: EL ESPAÑOL MODERNO. HACIA EL FUTURO (1914-1937)
- Fernández-Ordóñez, Inés
- Generaciones del 14 y del 27.
- Evolución.
- Las otras lenguas hispánicas.
- Vida internacional.
A NANOSTRUCTURED CU(II) COORDINATION POLYMER BASED ON ALANINE AS A TRI-FUNCTIONAL MIMIC ENZYME AND EFFICIENT COMPOSITE IN THE DETECTION OF SPHINGOBACTERIA
- Amo-Ochoa, Pilar
- Maldonado, Noela
- Latorre, Ana
- Zamora, Félix
- Somoza, Álvaro
- Gómez-García, Carlos J.
- Bastida, Agatha