Created
September 27, 2019 21:19
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Pretrained Models
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| Model | Name | Version | Language | |
|---|---|---|---|---|
| LemmatizerModel (Lemmatizer) | lemma_antbnc | Open Source | English | |
| PerceptronModel (POS) | pos_anc | Open Source | English | |
| NerCRFModel (NER with GloVe) | ner_crf | Open Source | English | |
| NerDLModel (NER with GloVe) | ner_dl | Open Source | English | |
| NerDLModel (NER with GloVe) | ner_dl_contrib | Open Source | English | |
| NerDLModel (NER with BERT) | ner_dl_bert_base_cased | Open Source | English | |
| NerDLModel (OntoNotes with GloVe 100d) | onto_100 | Open Source | English | |
| NerDLModel (OntoNotes with GloVe 300d) | onto_300 | Open Source | English | |
| WordEmbeddings (GloVe) | glove_100d | Open Source | English | |
| BertEmbeddings (base_uncased) | bert_base_uncased | Open Source | English | |
| BertEmbeddings (base_cased) | bert_base_cased | Open Source | English | |
| BertEmbeddings (large_uncased) | bert_large_uncased | Open Source | English | |
| BertEmbeddings (large_cased) | bert_large_cased | Open Source | English | |
| DeepSentenceDetector | ner_dl_sentence | Open Source | English | |
| ContextSpellCheckerModel (Spell Checker) | spellcheck_dl | Open Source | English | |
| SymmetricDeleteModel (Spell Checker) | spellcheck_sd | Open Source | English | |
| NorvigSweetingModel (Spell Checker) | spellcheck_norvig | Open Source | English | |
| ViveknSentimentModel (Sentiment) | sentiment_vivekn | Open Source | English | |
| DependencyParser (Dependency) | dependency_conllu | Open Source | English | |
| TypedDependencyParser (Dependency) | dependency_typed_conllu | Open Source | English | |
| NerDLModel | ner_clinical | Licensed | English | |
| AssertionLogRegModel | assertion_ml | Licensed | English | |
| AssertionDLModel | assertion_dl | Licensed | English | |
| NerDLModel | deidentify_dl | Licensed | English | |
| DeIdentificationModel | deidentify_rb | Licensed | English | |
| WordEmbeddingsModel | embeddings_clinical | Licensed | English | |
| PerceptronModel | pos_clinical | Licensed | English | |
| EntityResolverModel | resolve_icd10 | Licensed | English | |
| EntityResolverModel | resolve_icd10cm_cl_em | Licensed | English | |
| EntityResolverModel | resolve_icd10pcs_cl_em | Licensed | English | |
| ContextSpellCheckerModel | context_spell_med | Licensed | English | |
| LemmatizerModel (Lemmatizer) | lemma | Open Source | French | |
| PerceptronModel (POS UD) | pos_ud_gsd | Open Source | French | |
| NerDLModel (glove_840B_300) | wikiner_840B_300 | Open Source | French | |
| LemmatizerModel (Lemmatizer) | lemma | Open Source | German | |
| PerceptronModel (POS UD) | pos_ud_hdt | Open Source | German | |
| NerDLModel (glove_840B_300) | wikiner_840B_300 | Open Source | German | |
| LemmatizerModel (Lemmatizer) | lemma_dxc | Open Source | Italian | |
| SentimentDetector (Sentiment) | sentiment_dxc | Open Source | Italian | |
| PerceptronModel (POS UD) | pos_ud_isdt | Open Source | Italian | |
| NerDLModel (glove_840B_300) | wikiner_840B_300 | Open Source | Italian | |
| WordEmbeddings (GloVe) | glove_840B_300 | Open Source | Multi-language | |
| WordEmbeddings (GloVe) | glove_6B_300 | Open Source | Multi-language | |
| BertEmbeddings (multi_cased) | bert_multi_cased | Open Source | Multi-language |
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