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| Pipelines | Name | Language | |
|---|---|---|---|
| Explain Document ML | explain_document_ml | English | |
| Explain Document DL | explain_document_dl | English | |
| Explain Document DL Win | explain_document_dl_noncontrib | English | |
| Explain Document DL Fast | explain_document_dl_fast | English | |
| Explain Document DL Fast Win | explain_document_dl_fast_noncontrib | English | |
| Recognize Entities DL | recognize_entities_dl | English | |
| Recognize Entities DL Win | recognize_entities_dl_noncontrib | English | |
| OntoNotes Entities Small | onto_recognize_entities_sm | English | |
| OntoNotes Entities Large | onto_recognize_entities_lg | English |
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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 |
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| Annotator,Description,Version,Annotator Approach,Annotator Model | |
| Tokenizer*,Identifies tokens with tokenization open standards,Opensource,-,+ | |
| Normalizer*,Removes all dirty characters from text,Opensource,-,+ | |
| Stemmer*,Returns hard'-stems out of words with the objective of retrieving the meaningful part of the word,Opensource,+,- | |
| Lemmatizer*,Retrieves lemmas out of words with the objective of returning a base dictionary word,Opensource,-,+ | |
| RegexMatcher*,Uses a reference file to match a set of regular expressions and put them inside a provided key.,Opensource,+,+ | |
| TextMatcher*,Annotator to match entire phrases (by token) provided in a file against a Document,Opensource,+,+ | |
| Chunker*,Matches a pattern of part'-of'-speech tags in order to return meaningful phrases from document,Opensource,+,- | |
| DateMatcher*,Reads from different forms of date and time expressions and converts them to a provided date format,Opensource,+,- | |
| SentenceDetector*,Finds sentence bounds in raw text. Applies rules from Pragmatic Segmenter,Opensou |