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Author(s): André Ferreira Cruz
Gil Rocha
Henrique Lopes Cardoso
Title: Exploring Spanish Corpora for Portuguese Coreference Resolution
Issue Date: 2018
Abstract: 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. (c) 2018 IEEE.
Source: 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: openAccess
Appears in Collections:FEUP - Artigo em Livro de Atas de Conferência Internacional

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