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Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora

Published 1 January 2015Open access
Ayah Zirikly
Citations34
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TL;DR

In addition to global de-lexicalized features, this work introduces multilingual gazetteers that are generated using graph propagation, and cross-lingual word representation mappings without the use of parallel data.

Abstract

Ayah Zirikly, Masato Hagiwara. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2015.

Keywords

Computer Science