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- W2510185679 abstract "Word Representations such as word embeddings have been shown to significantly improve (semi-)supervised NER for the English language. In this work we investigate whether word representations can also boost (semi-)supervised NER in Spanish. To do so, we use word representations as additional features in a linear chain Conditional Random Field (CRF) classifier. Experimental results (82.44 Fscore on the CoNLL-2002 corpus) show that our approach is comparable to some state-of-the-art Deep Learning approaches for Spanish, in particular when using" @default.
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- W2510185679 date "2016-01-01" @default.
- W2510185679 modified "2023-09-24" @default.
- W2510185679 title "Spanish NER with Word Representations and Conditional Random Fields" @default.
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- W2510185679 doi "https://doi.org/10.18653/v1/w16-2705" @default.
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