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Natural language processing with deeppavlov library and additional semantic features

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019) 11866 LNAI 146-159
DOI: 10.1007/978-3-030-33274-7_10
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Abstract

In this paper some basic methods of NER task managing in DeepPavlov library along with new neural network modifications with additional semantic features are observed. Means of DeepPavlov library were slightly improved and applied to new dataset with unique additional features, which caused feasible improvement of the neural model.

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Sattarov, O. (2019). Natural language processing with deeppavlov library and additional semantic features. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11866 LNAI, pp. 146–159). Springer. https://doi.org/10.1007/978-3-030-33274-7_10

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