Busca avançada
Ano de início
Entree


Sentence Compression for Portuguese

Texto completo
Autor(es):
Nobrega, Fernando A. A. ; Jorge, Alipio M. ; Brazdil, Pavel ; Pardo, Thiago A. S. ; Quaresma, P ; Vieira, R ; Aluisio, S ; Moniz, H ; Batista, F ; Goncalves, T
Número total de Autores: 10
Tipo de documento: Artigo Científico
Fonte: COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE, PROPOR 2020; v. 12037, p. 11-pg., 2020-01-01.
Resumo

The task of Sentence Compression aims at producing a shorter version of a given sentence. This task may assist many other applications, as Automatic Summarization and Text Simplification. In this paper, we investigate methods for Sentence Compression for Portuguese. We focus on machine learning-based algorithms and propose new strategies. We also create reference corpora/datasets for the area, allowing to train and to test the methods of interest. Our results show that some of our methods outperform previous initiatives for Portuguese and produce competitive results with a state of the art method in the area. (AU)

Processo FAPESP: 15/17841-3 - Sumarização Automática Multidocumento para o Português: Novas Fronteiras
Beneficiário:Thiago Alexandre Salgueiro Pardo
Modalidade de apoio: Auxílio à Pesquisa - Regular