Exploring Spanish Corpora for Portuguese Coreference Resolution

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2018

Autores

André Ferreira Cruz (Autor) Outra; Gil Rocha (Autor) Outra; Henrique Lopes Cardoso (Autor) FEUP

Ata de Conferência Internacional

Título: 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018

Páginas: 290-295

5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018

15 October 2018 through 18 October 2018

Indexação

ISI Web of Knowledge - 6 Citações

ISI Web of Science

Scopus - 10 Citações

INSPEC

Outras Informações

ID Authenticus: P-00Q-44H

DOI: 10.1109/snams.2018.8554705

Abstract (EN): The task of coreference resolution has attracted a great deal of attention in the literature due to its importance in deep language understanding, and its potential as a subtask in a variety of complex natural language processing problems. We experiment with different methods for generating training data and architectures for extracting meaningful mention representations. Coreference resolution in lesser-resourced languages is challenging, and transfer learning is a promising technique to overcome the comparatively smaller available corpora. We explore direct transfer learning from Spanish to Portuguese. We present state-of-the-art systems on both Spanish and Portuguese, and report promising results in a cross-language setting. © 2018 IEEE.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 6