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New WikiNER models

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@maziyarpanahi maziyarpanahi released this 13 Jul 18:18
· 388 commits to master since this release
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Models

We have renamed our multi-lingual NerDL models from ner_dl to wikiner_840B_300 in Spark NLP 2.1.0. they are being trained by WikiNER and they have the highest accuracy against pretrained WordEmbeddings wikiner_840B_300.

English

Model Name en
NerDLModel (OntoNotes with GloVe 100d) onto_100 Download
NerDLModel (OntoNotes with GloVe 300d) onto_300 Download

French

Model Name fr
NerDLModel (glove_840B_300) wikiner_840B_300 Download

German

Model Name de
NerDLModel (glove_840B_300) wikiner_840B_300 Download

Italian

Model Name it
NerDLModel (glove_840B_300) wikiner_840B_300 Download

Multi-language

Model Name xx
WordEmbeddings (GloVe) glove_840B_300 Download
WordEmbeddings (GloVe) glove_6B_300 Download
WordEmbeddings (BERT) bert_multi_cased Download

Spark NLP:

  • PUBLIC

Last update

-- 03/08/2019

Works with:

-- 2.1.0 and above