Search Results for author: Pedro Ruas

Found 3 papers, 0 papers with code

Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification

no code implementations NAACL (SMM4H) 2021 Pedro Ruas, Vitor Andrade, Francisco Couto

The paper describes the participation of the Lasige-BioTM team at sub-tracks A and B of ProfNER, which was based on: i) a BiLSTM-CRF model that leverages contextual and classical word embeddings to recognize and classify the mentions, and ii) on a rule-based module to classify tweets.

Binary Classification named-entity-recognition +3

LASIGE and UNICAGE solution to the NASA LitCoin NLP Competition

no code implementations10 Aug 2023 Pedro Ruas, Diana F. Sousa, André Neves, Carlos Cruz, Francisco M. Couto

Biomedical Natural Language Processing (NLP) tends to become cumbersome for most researchers, frequently due to the amount and heterogeneity of text to be processed.

named-entity-recognition Named Entity Recognition +1

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