Developers

 

Default Component References

See and also the John Snow Labs Modelhub and also the John Snow Labs Model Repository for fruther information about the models and pipelines.

Each String in the NLU reference column can be passed to nlu.load() to get the corresponding model wrapped inside of a NLU Pipeline.

NLU reference Spark NLP Reference Component Type
lang detect_language_375 pipe
lang.7 detect_language_7 pipe
lang.20 detect_language_20 pipe
lang.21 detect_language_21 pipe
lang.43 detect_language_43 pipe
lang.95 detect_language_95 pipe
lang.99 detect_language_99 pipe
lang.220 detect_language_220 pipe
lang.231 detect_language_231 pipe
classify.lang detect_language_375 pipe
classify.lang.7 detect_language_7 pipe
classify.lang.20 detect_language_20 pipe
classify.lang.21 detect_language_21 pipe
classify.lang.43 detect_language_43 pipe
classify.lang.95 detect_language_95 pipe
classify.lang.99 detect_language_99 pipe
classify.lang.220 detect_language_220 pipe
classify.lang.231 detect_language_231 pipe
classify analyze_sentiment pipe
explain explain_document_ml pipe
explain.ml explain_document_ml pipe
explain.dl explain_document_dl pipe
ner.conll recognize_entities_dl pipe
ner.dl recognize_entities_dl pipe
ner.bert recognize_entities_bert pipe
ner onto_recognize_entities_sm pipe
ner.onto onto_recognize_entities_sm pipe
ner.onto.sm onto_recognize_entities_sm pipe
ner.onto.lg onto_recognize_entities_lg pipe
match.datetime match_datetime pipe
match.text text_matcher model
match.regex regex_matcher model
match.pattern match_pattern pipe
match.chunks match_chunks pipe
match.phrases match_phrases pipe
clean.stop clean_stop pipe
clean.pattern clean_pattern pipe
clean.slang clean_slang pipe
spell check_spelling_dl pipe
sentiment analyze_sentiment pipe
emotion classifierdl_use_emotion model
sentiment.imdb analyze_sentimentdl_use_imdb pipe
sentiment.imdb.use analyze_sentimentdl_use_imdb pipe
sentiment.twitter.use analyze_sentimentdl_use_twitter pipe
sentiment.twitter analyze_sentimentdl_use_twitter pipe
dependency dependency_parse pipe
tokenize spark_nlp_tokenizer model
stem stemmer model
norm normalizer model
norm_document normalizer model
chunk default_chunker model
embed_chunk chunk_embeddings model
ngram ngram model
lemma lemma_antbnc model
lemma.antbnc lemma_antbnc model
pos pos_anc model
pos.anc pos_anc model
pos.ud_ewt pos_ud_ewt model
ner.dl.glove.6B_100d ner_dl model
ner.dl.bert ner_dl_bert model
ner.onto.glove.6B_100d onto_100 model
ner.onto.glove.6B_300d onto_300 model
sentence_detector sentence_detector_dl model
sentence_detector.deep sentence_detector_dl model
sentence_detector.pragmatic pragmatic_sentence_detector model
spell.norivg spellcheck_norvig model
sentiment.vivekn sentiment_vivekn model
dep.untyped.conllu dependency_conllu model
dep.untyped dependency_conllu.untyped model
dep dependency_typed_conllu model
dep.typed dependency_typed_conllu model
dep.typed.conllu dependency_typed_conllu model
stopwords stopwords_en model
embed glove_100d model
glove glove_100d model
embed.glove glove_100d model
embed.glove.100d glove_100d model
bert small_bert_L2_128 model
covidbert covidbert_large_uncased model
en.toxic multiclassifierdl_use_toxic model
en.e2e multiclassifierdl_use_e2e model
embed.bert bert_base_uncased model
embed.bert_base_uncased bert_base_uncased model
embed.bert_base_cased bert_base_cased model
embed.bert_large_uncased bert_large_uncased model
embed.bert_large_cased bert_large_cased model
biobert biobert_pubmed_base_cased model
embed.biobert biobert_pubmed_base_cased model
embed.biobert_pubmed_base_cased biobert_pubmed_base_cased model
embed.biobert_pubmed_large_cased biobert_pubmed_large_cased model
embed.biobert_pmc_base_cased biobert_pmc_base_cased model
embed.biobert_pubmed_pmc_base_cased biobert_pubmed_pmc_base_cased model
embed.biobert_clinical_base_cased biobert_clinical_base_cased model
embed.biobert_discharge_base_cased biobert_discharge_base_cased model
elmo elmo model
embed.electra electra_small_uncased model
electra electra_small_uncased model
e2e multiclassifierdl_use_e2e model
embed.elmo elmo model
embed_sentence tfhub_use model
embed_sentence.small_bert_L2_128 sent_small_bert_L2_128 model
embed_sentence.bert sent_small_bert_L2_128 model
embed_sentence.electra sent_electra_small_uncased model
embed_sentence.use tfhub_use model
use tfhub_use model
embed_sentence.tfhub_use tfhub_use model
embed_sentence.use_lg tfhub_use_lg model
embed_sentence.tfhub_use_lg tfhub_use_lg model
albert albert_base_uncased model
embed.albert_base_uncased albert_base_uncased model
embed.albert_large_uncased albert_large_uncased model
embed.albert_xlarge_uncased albert_xlarge_uncased model
embed.albert_xxlarge_uncased albert_xxlarge_uncased model
embed.xlnet xlnet_base_cased model
xlnet xlnet_base_cased model
embed.xlnet_base_cased xlnet_base_cased model
embed.xlnet_large_cased xlnet_large_cased model
classify.trec6.use classifierdl_use_trec6 model
classify.trec50.use classifierdl_use_trec50 model
classify.questions classifierdl_use_trec50 model
questions classifierdl_use_trec50 model
classify.spam.use classifierdl_use_spam model
classify.fakenews.use classifierdl_use_fakenews model
classify.emotion.use classifierdl_use_emotion model
classify.cyberbullying.use classifierdl_use_cyberbullying model
classify.sarcasm.use classifierdl_use_sarcasm model
sentiment.imdb.glove sentimentdl_glove_imdb model
classify.trec6 classifierdl_use_trec6 model
classify.trec50 classifierdl_use_trec50 model
classify.spam classifierdl_use_spam model
spam classifierdl_use_spam model
toxic multiclassifierdl_use_toxic model
classify.fakenews classifierdl_use_fakenews model
classify.emotion classifierdl_use_emotion model
classify.cyberbullying classifierdl_use_cyberbullying model
cyberbullying classifierdl_use_cyberbullying model
cyber classifierdl_use_cyberbullying model
classify.sarcasm classifierdl_use_sarcasm model
sarcasm classifierdl_use_sarcasm model
embed.glove.840B_300 glove_840B_300 model
embed.glove.6B_300 glove_6B_300 model
embed.bert_multi_cased bert_multi_cased model
classify.wiki_7 ld_wiki_7 model
classify.wiki_20 ld_wiki_20 model
yake yake model
t5 t5_base model
t5.summarize t5_base model
t5.classify.grammar_correctness t5_base model
t5.classify.sentiment t5_base model
t5.answer_question t5_base model

Model references

Language NLU Model Reference Spark NLP Model reference
nl nl.lemma lemma
nl nl.pos pos_ud_alpino
nl nl.pos.ud_alpino pos_ud_alpino
nl nl.ner wikiner_6B_100
nl nl.ner.wikiner wikiner_6B_100
nl nl.ner.wikiner.glove.6B_100 wikiner_6B_100
nl nl.ner.wikiner.glove.6B_300 wikiner_6B_300
nl nl.ner.wikiner.glove.840B_300 wikiner_840B_300
en en.stem stemmer
en en.tokenize spark_nlp_tokenizer
en en.norm norm
en en.chunk default_chunker
en en.ngram ngram
en en.embed_chunk chunk_embeddings
en en.lemma lemma_antbnc
en en.lemma.antbnc lemma_antbnc
en en.pos pos_anc
en en.pos.anc pos_anc
en en.pos.ud_ewt pos_ud_ewt
en en.ner ner_dl
en en.ner.dl ner_dl
en en.ner.dl.glove.6B_100d ner_dl
en en.ner.dl.bert ner_dl_bert
en en.ner.onto onto_100
en en.ner.onto.glove.6B_100d onto_100
en en.ner.onto.glove.840B_300d onto_300
en en.ner.onto.bert.cased_base onto_bert_base_cased
en en.ner.onto.bert.cased_large onto_bert_large_cased
en en.ner.onto.electra.uncased_large onto_electra_large_uncased
en en.ner.onto.bert.small_l2_128 onto_small_bert_L2_128
en en.ner.onto.bert.small_l4_256 onto_small_bert_L4_256
en en.ner.onto.bert.small_l4_512 onto_small_bert_L4_512
en en.ner.onto.bert.small_l8_512 onto_small_bert_L8_512
en en.ner.onto.electra.uncased_small onto_electra_small_uncased
en en.ner.onto.electra.uncased_base onto_electra_base_uncased
en en.ner.bert_base_cased ner_dl_bert_base_cased
en en.ner.ade ade_ner_100d
en en.ner.aspect_sentiment ner_aspect_based_sentiment
en en.ner.glove.100d ner_dl_sentence
en en.spell.symmetric spellcheck_sd
en en.spell.norvig spellcheck_norvig
en en.sentiment.vivekn sentiment_vivekn
en en.dep.untyped.conllu dependency_conllu
en en.dep.untyped dependency_conllu
en en.dep dependency_typed_conllu
en en.dep.typed dependency_typed_conllu
en en.dep.typed.conllu dependency_typed_conllu
en en.stopwords stopwords_en
en en.glove glove_100d
en en.embed glove_100d
en en.embed.glove glove_100d
en en.embed.glove.100d glove_100d
en en.bert bert_base_uncased
en en.embed.bert bert_base_uncased
en en.embed.bert.base_uncased bert_base_uncased
en en.embed.bert.base_cased bert_base_cased
en en.embed.bert.large_uncased bert_large_uncased
en en.embed.bert.large_cased bert_large_cased
en biobert biobert_pubmed_base_cased
en en.embed.biobert biobert_pubmed_base_cased
en en.embed.biobert.pubmed_base_cased biobert_pubmed_base_cased
en en.embed.biobert.pubmed_large_cased biobert_pubmed_large_cased
en en.embed.biobert.pmc_base_cased biobert_pmc_base_cased
en en.embed.biobert.pubmed_pmc_base_cased biobert_pubmed_pmc_base_cased
en en.embed.biobert.clinical_base_cased biobert_clinical_base_cased
en en.embed.biobert.discharge_base_cased biobert_discharge_base_cased
en en.embed.elmo elmo
en en.embed_sentence tfhub_use
en en.embed_sentence.use tfhub_use
en en.use tfhub_use
en en.embed.use tfhub_use
en en.embed_sentence.tfhub_use tfhub_use
en en.embed_sentence.use.lg tfhub_use_lg
en en.embed_sentence.tfhub_use.lg tfhub_use_lg
en en.embed_sentence.albert albert_base_uncased
en en.albert albert_base_uncased
en en.embed.albert albert_base_uncased
en en.embed.albert.base_uncased albert_base_uncased
en en.embed.albert.large_uncased albert_large_uncased
en en.embed.albert.xlarge_uncased albert_xlarge_uncased
en en.embed.albert.xxlarge_uncased albert_xxlarge_uncased
en en.embed.xlnet xlnet_base_cased
en en.xlnet xlnet_base_cased
en en.embed.xlnet_base_cased xlnet_base_cased
en en.embed.xlnet_large_cased xlnet_large_cased
en en.classify.trec6.use classifierdl_use_trec6
en en.classify.trec50.use classifierdl_use_trec50
en en.classify.question classifierdl_use_trec50
en en.classify.questions classifierdl_use_trec50
en en.classify.spam.use classifierdl_use_spam
en en.classify.fakenews.use classifierdl_use_fakenews
en en.classify.emotion.use classifierdl_use_emotion
en en.classify.cyberbullying.use classifierdl_use_cyberbullying
en en.classify.sarcasm.use classifierdl_use_sarcasm
en en.sentiment.imdb.use sentimentdl_use_imdb
en en.sentiment.twitter.use sentimentdl_use_twitter
en en.sentiment.imdb.glove sentimentdl_glove_imdb
en en.classify.trec6 classifierdl_use_trec6
en en.classify.trec50 classifierdl_use_trec50
en en.classify.spam classifierdl_use_spam
en en.classify.fakenews classifierdl_use_fakenews
en en.classify.emotion classifierdl_use_emotion
en en.classify.cyberbullying classifierdl_use_cyberbullying
en en.classify.sarcasm classifierdl_use_sarcasm
en en.sentiment.twitter sentimentdl_use_twitter
en en.sentiment.imdb sentimentdl_glove_imdb
en en.yake yake
en en.embed.electra electra_small_uncased
en en.embed.electra.small_uncased electra_small_uncased
en en.embed.electra.base_uncased electra_base_uncased
en en.embed.electra.large_uncased electra_large_uncased
en en.embed.covidbert covidbert_large_uncased
en en.embed.covidbert.large_uncased covidbert_large_uncased
en en.embed.bert.small_L2_128 small_bert_L2_128
en en.embed.bert.small_L4_128 small_bert_L4_128
en en.embed.bert.small_L6_128 small_bert_L6_128
en en.embed.bert.small_L8_128 small_bert_L8_128
en en.embed.bert.small_L10_128 small_bert_L10_128
en en.embed.bert.small_L12_128 small_bert_L12_128
en en.embed.bert.small_L2_256 small_bert_L2_256
en en.embed.bert.small_L4_256 small_bert_L4_256
en en.embed.bert.small_L6_256 small_bert_L6_256
en en.embed.bert.small_L8_256 small_bert_L8_256
en en.embed.bert.small_L10_256 small_bert_L10_256
en en.embed.bert.small_L12_256 small_bert_L12_256
en en.embed.bert.small_L2_512 small_bert_L2_512
en en.embed.bert.small_L4_512 small_bert_L4_512
en en.embed.bert.small_L6_512 small_bert_L6_512
en en.embed.bert.small_L8_512 small_bert_L8_512
en en.embed.bert.small_L10_512 small_bert_L10_512
en en.embed.bert.small_L12_512 small_bert_L12_512
en en.embed.bert.small_L2_768 small_bert_L2_768
en en.embed.bert.small_L4_768 small_bert_L4_768
en en.embed.bert.small_L6_768 small_bert_L6_768
en en.embed.bert.small_L8_768 small_bert_L8_768
en en.embed.bert.small_L10_768 small_bert_L10_768
en en.embed.bert.small_L12_768 small_bert_L12_768
en en.embed_sentence.electra sent_electra_small_uncased
en en.embed_sentence.electra_small_uncased sent_electra_small_uncased
en en.embed_sentence.electra_base_uncased sent_electra_base_uncased
en en.embed_sentence.electra_large_uncased sent_electra_large_uncased
en en.embed_sentence.bert sent_bert_base_uncased
en en.embed_sentence.bert_base_uncased sent_bert_base_uncased
en en.embed_sentence.bert_base_cased sent_bert_base_cased
en en.embed_sentence.bert_large_uncased sent_bert_large_uncased
en en.embed_sentence.bert_large_cased sent_bert_large_cased
en en.embed_sentence.biobert.pubmed_base_cased sent_biobert_pubmed_base_cased
en en.embed_sentence.biobert.pubmed_large_cased sent_biobert_pubmed_large_cased
en en.embed_sentence.biobert.pmc_base_cased sent_biobert_pmc_base_cased
en en.embed_sentence.biobert.pubmed_pmc_base_cased sent_biobert_pubmed_pmc_base_cased
en en.embed_sentence.biobert.clinical_base_cased sent_biobert_clinical_base_cased
en en.embed_sentence.biobert.discharge_base_cased sent_biobert_discharge_base_cased
en en.embed_sentence.covidbert.large_uncased sent_covidbert_large_uncased
en en.embed_sentence.small_bert_L2_128 sent_small_bert_L2_128
en en.embed_sentence.small_bert_L4_128 sent_small_bert_L4_128
en en.embed_sentence.small_bert_L6_128 sent_small_bert_L6_128
en en.embed_sentence.small_bert_L8_128 sent_small_bert_L8_128
en en.embed_sentence.small_bert_L10_128 sent_small_bert_L10_128
en en.embed_sentence.small_bert_L12_128 sent_small_bert_L12_128
en en.embed_sentence.small_bert_L2_256 sent_small_bert_L2_256
en en.embed_sentence.small_bert_L4_256 sent_small_bert_L4_256
en en.embed_sentence.small_bert_L6_256 sent_small_bert_L6_256
en en.embed_sentence.small_bert_L8_256 sent_small_bert_L8_256
en en.embed_sentence.small_bert_L10_256 sent_small_bert_L10_256
en en.embed_sentence.small_bert_L12_256 sent_small_bert_L12_256
en en.embed_sentence.small_bert_L2_512 sent_small_bert_L2_512
en en.embed_sentence.small_bert_L4_512 sent_small_bert_L4_512
en en.embed_sentence.small_bert_L6_512 sent_small_bert_L6_512
en en.embed_sentence.small_bert_L8_512 sent_small_bert_L8_512
en en.embed_sentence.small_bert_L10_512 sent_small_bert_L10_512
en en.embed_sentence.small_bert_L12_512 sent_small_bert_L12_512
en en.embed_sentence.small_bert_L2_768 sent_small_bert_L2_768
en en.embed_sentence.small_bert_L4_768 sent_small_bert_L4_768
en en.embed_sentence.small_bert_L6_768 sent_small_bert_L6_768
en en.embed_sentence.small_bert_L8_768 sent_small_bert_L8_768
en en.embed_sentence.small_bert_L10_768 sent_small_bert_L10_768
en en.embed_sentence.small_bert_L12_768 sent_small_bert_L12_768
en en.classify.toxic multiclassifierdl_use_toxic
en en.toxic multiclassifierdl_use_toxic
en en.e2e multiclassifierdl_use_e2e
en en.classify.toxic.sm multiclassifierdl_use_toxic_sm
en en.classify.e2e multiclassifierdl_use_e2e
en en.t5 google_t5_small_ssm_nq
en en.t5.small t5_small
en en.t5.base t5_base
en en.t5.summarize t5_base
en en.t5.classify.grammar_correctness t5_base
en en.t5.classify.sentiment t5_base
en en.t5.answer_question t5_base
en en.classify.questions.atis classifierdl_use_atis
en en.classify.questions.airline classifierdl_use_atis
en en.classify.intent.atis classifierdl_use_atis
en en.classify.intent.airline classifierdl_use_atis
en en.ner.atis nerdl_atis_840b_300d
en en.ner.airline nerdl_atis_840b_300d
en en.ner.aspect.airline nerdl_atis_840b_300d
en en.ner.aspect.atis nerdl_atis_840b_300d
fr fr.lemma lemma
fr fr.pos pos_ud_gsd
fr fr.pos.ud_gsd pos_ud_gsd
fr fr.ner wikiner_840B_300
fr fr.ner.wikiner wikiner_840B_300
fr fr.ner.wikiner.glove.840B_300 wikiner_840B_300
fr fr.stopwords stopwords_fr
fr fr.ner.wikiner.glove.6B_300 wikiner_6B_300
de de.lemma lemma
de de.pos.ud_hdt pos_ud_hdt
de de.pos pos_ud_hdt
de de.ner wikiner_840B_300
de de.ner.wikiner wikiner_840B_300
de de.ner.wikiner.glove.840B_300 wikiner_840B_300
de de.stopwords stopwords_de
de de.ner.wikiner.glove.6B_300 wikiner_6B_300
it it.lemma lemma_dxc
it it.lemma.dxc lemma_dxc
it it.sentiment.dxc sentiment_dxc
it it.sentiment sentiment_dxc
it it.pos pos_ud_isdt
it it.pos.ud_isdt pos_ud_isdt
it it.ner wikiner_840B_300
it it.ner.wikiner.glove.6B_300 wikiner_6B_300
it it.stopwords stopwords_it
nb nb.lemma lemma
nb nb.pos.ud_bokmaal pos_ud_bokmaal
no no.ner norne_6B_100
no no.ner.norne norne_6B_100
no no.ner.norne.glove.6B_100 norne_6B_100
no no.ner.norne.glove.6B_300 norne_6B_300
no no.ner.norne.glove.840B_300 norne_840B_300
nn nn.pos pos_ud_nynorsk
nn nn.pos.ud_nynorsk pos_ud_nynorsk
pl pl.lemma lemma
pl pl.pos pos_ud_lfg
pl pl.pos.ud_lfg pos_ud_lfg
pl pl.ner wikiner_6B_100
pl pl.ner.wikiner wikiner_6B_100
pl pl.ner.wikiner.glove.6B_100 wikiner_6B_100
pl pl.ner.wikiner.glove.6B_300 wikiner_6B_300
pl pl.ner.wikiner.glove.840B_300 wikiner_840B_300
pl pl.stopwords stopwords_pl
pt pt.lemma lemma
pt pt.pos.ud_bosque pos_ud_bosque
pt pt.pos pos_ud_bosque
pt pt.ner wikiner_6B_100
pt pt.ner.wikiner.glove.6B_100 wikiner_6B_100
pt pt.ner.wikiner.glove.6B_300 wikiner_6B_300
pt pt.ner.wikiner.glove.840B_300 wikiner_840B_300
pt pt.stopwords stopwords_pt
pt pt.bert bert_portuguese_base_cased
pt pt.bert.cased bert_portuguese_base_cased
pt pt.bert.cased.large bert_portuguese_large_cased
ru ru.lemma lemma
ru ru.pos.ud_gsd pos_ud_gsd
ru ru.pos pos_ud_gsd
ru ru.ner wikiner_6B_100
ru ru.ner.wikiner wikiner_6B_100
ru ru.ner.wikiner.glove.6B_100 wikiner_6B_100
ru ru.ner.wikiner.glove.6B_300 wikiner_6B_300
ru ru.ner.wikiner.glove.840B_300 wikiner_840B_300
ru ru.stopwords stopwords_ru
es es.lemma lemma
es es.pos pos_ud_gsd
es es.pos.ud_gsd pos_ud_gsd
es es.ner wikiner_6B_100
es es.ner.wikiner wikiner_6B_100
es es.ner.wikiner.glove.6B_100 wikiner_6B_100
es es.ner.wikiner.glove.6B_300 wikiner_6B_300
es es.ner.wikiner.glove.840B_300 wikiner_840B_300
es es.stopwords_es stopwords_es
af af.stopwords stopwords_af
ar ar.stopwords stopwords_ar
ar ar.lemma lemma
ar ar.pos pos_ud_padt
ar ar.embed arabic_w2v_cc_300d
ar ar.embed.cbow arabic_w2v_cc_300d
ar ar.embed.cbow.300d arabic_w2v_cc_300d
ar ar.embed.aner arabic_w2v_cc_300d
ar ar.embed.aner.300d arabic_w2v_cc_300d
ar ar.embed.glove arabic_w2v_cc_300d
ar ar.ner aner_cc_300d
ar ar.ner.aner aner_cc_300d
hy hy.stopwords stopwords_hy
hy hy.lemma lemma
hy hy.pos pos_ud_armtdp
eu eu.stopwords stopwords_eu
eu eu.lemma lemma
eu eu.pos pos_ud_bdt
bn bn.stopwords stopwords_bn
bn bn.lemma lemma
bn bn.pos pos_msri
bn bn.ner ner_jifs_glove_840B_300d
bn bn.ner.glove ner_jifs_glove_840B_300d
br br.stopwords stopwords_br
br br.lemma lemma
br br.pos pos_ud_keb
bg bg.lemma lemma
bg bg.pos pos_ud_btb
bg bg.pos.ud_btb pos_ud_btb
bg bg.stopwords stopwords_bg
ca ca.stopwords stopwords_ca
ca ca.lemma lemma
ca ca.pos pos_ud_ancora
cs cs.lemma lemma
cs cs.pos pos_ud_pdt
cs cs.pos.ud_pdt pos_ud_pdt
cs cs.stopwords stopwords_cs
eo eo.stopwords stopwords_eo
fi fi.lemma lemma
fi fi.pos.ud_tdt pos_ud_tdt
fi fi.pos pos_ud_tdt
fi fi.stopwords stopwords_fi
fi fi.ner wikiner_6B_100
fi fi.ner.6B_100 wikiner_6B_100
fi fi.ner.6B_300 wikiner_6B_300
fi fi.ner.840B_300 wikiner_840B_300
fi fi.embed.bert. bert_finnish_cased
fi fi.embed.bert.cased. bert_finnish_cased
fi fi.embed.bert.uncased. bert_finnish_uncased
fi fi.embed_sentence sent_bert_finnish_cased
fi fi.embed_sentence.bert.cased sent_bert_finnish_cased
fi fi.embed_sentence.bert.uncased sent_bert_finnish_uncased
fi fi.ner.6B_100d finnish_ner_6B_100
fi fi.ner.6B_300d finnish_ner_6B_300
fi fi.ner.840B_300d finnish_ner_840B_300
gl gl.stopwords stopwords_gl
gl gl.lemma lemma
gl gl.pos pos_ud_treegal
el el.lemma lemma
el el.pos pos_ud_gdt
el el.pos.ud_gdt pos_ud_gdt
el el.stopwords stopwords_el
ha ha.stopwords stopwords_ha
he he.stopwords stopwords_he
he he.embed hebrew_cc_300d
he he.embed.glove hebrew_cc_300d
he he.embed.cbow_300d hebrew_cc_300d
he he.ner hebrewner_cc_300d
he he.ner.cc_300d hebrewner_cc_300d
he he.pos pos_ud_htb
he he.pos.ud_htb pos_ud_htb
he he.lemma lemma
hi hi.stopwords stopwords_hi
hi hi.lemma lemma
hi hi.pos pos_ud_hdtb
hi hi.embed hindi_cc_300d
hu hu.lemma lemma
hu hu.pos pos_ud_szeged
hu hu.pos.ud_szeged pos_ud_szeged
hu hu.stopwords stopwords_hu
id id.stopwords stopwords_id
id id.lemma lemma
id id.pos pos_ud_gsd
ga ga.stopwords stopwords_ga
ga ga.lemma lemma
ga ga.pos pos_ud_idt
da da.lemma lemma
da da.pos pos_ud_ddt
da da.ner dane_ner_6B_100
da da.ner.6B_100D dane_ner_6B_100
da da.ner.6B_300D dane_ner_6B_300
da da.ner.840B_300D dane_ner_840B_300
ja ja.stopwords stopwords_ja
ja ja.segment_words wordseg_gsd_ud
ja ja.ner ner_ud_gsd_glove_840B_300d
ja ja.pos pos_ud_gsd
ja ja.ner.ud_gsd ner_ud_gsd_glove_840B_300d
ja ja.ner.ud_gsd.glove_840B_300D ner_ud_gsd_glove_840B_300d
ja ja.pos.ud_gsd pos_ud_gsd
ja ja.lemma lemma
la la.stopwords stopwords_la
la la.lemma lemma
la la.pos pos_ud_llct
lv lv.stopwords stopwords_lv
lv lv.lemma lemma
lv lv.pos pos_ud_lvtb
mr mr.stopwords stopwords_mr
mr mr.lemma lemma
mr mr.pos pos_ud_ufal
fa fa.stopwords stopwords_fa
fa fa.lemma lemma
fa fa.pos pos_ud_perdt
fa fa.ner personer_cc_300d
fa fa.ner.person personer_cc_300d
fa fa.ner.person.cc_300d personer_cc_300d
fa fa.embed persian_w2v_cc_300d
fa fa.embed.word2vec persian_w2v_cc_300d
fa fa.embed.word2vec.300d persian_w2v_cc_300d
ro ro.lemma lemma
ro ro.pos pos_ud_rrt
ro ro.pos.ud_rrt pos_ud_rrt
ro ro.stopwords stopwords_ro
sk sk.lemma lemma
sk sk.pos pos_ud_snk
sk sk.pos.ud_snk pos_ud_snk
sk sk.stopwords stopwords_sk
sl sl.stopwords stopwords_sl
sl sl.lemma lemma
sl sl.pos pos_ud_ssj
so so.stopwords stopwords_so
st st.stopwords stopwords_st
sw sw.stopwords stopwords_sw
sv sv.lemma lemma
sv sv.pos pos_ud_tal
sv sv.pos.ud_tal pos_ud_tal
sv sv.stopwords stopwords_sv
sv sv.ner swedish_ner_6B_100
sv sv.ner.6B_100 swedish_ner_6B_100
sv sv.ner.6B_300 swedish_ner_6B_300
sv sv.ner.840B_300 swedish_ner_840B_300
th th.stopwords stopwords_th
th th.ner.lst20.glove_840B_300D ner_lst20_glove_840B_300d
th th.segment_words wordseg_best
th th.pos pos_lst20
th th.sentiment sentiment_jager_use
th th.classify.sentiment sentiment_jager_use
tr tr.lemma lemma
tr tr.pos pos_ud_imst
tr tr.pos.ud_imst pos_ud_imst
tr tr.stopwords stopwords_tr
tr tr.ner turkish_ner_840B_300
tr tr.ner.bert turkish_ner_bert
uk uk.lemma lemma
uk uk.pos pos_ud_iu
uk uk.pos.ud_iu pos_ud_iu
yo yo.stopwords stopwords_yo
yo yo.lemma lemma
yo yo.pos pos_ud_ytb
zu zu.stopwords stopwords_zu
zh zh.segment_words wordseg_weibo
zh zh.tokenize wordseg_weibo
zh zh.segment_words.weibo wordseg_weibo
zh zh.segment_words.pku wordseg_pku
zh zh.segment_words.msra wordseg_msra
zh zh.segment_words.large wordseg_large
zh zh.segment_words.ctb9 wordseg_ctb9
zh zh.segment_words.gsd wordseg_gsd_ud_trad
zh zh.pos pos_ud_gsd
zh zh.pos.ud_gsd pos_ud_gsd
zh zh.pos.ctb9 pos_ctb9
zh zh.pos.ud_gsd_trad pos_ud_gsd_trad
zh zh.ner ner_msra_bert_768d
zh zh.ner.bert ner_msra_bert_768d
zh zh.ner.msra.bert_768D ner_msra_bert_768d
zh zh.ner.weibo.bert_768d ner_weibo_bert_768d
zh zh.lemma lemma
zh zh.embed bert_base_chinese
zh zh.embed.bert bert_base_chinese
et et.lemma lemma
et et.pos pos_ud_edt
ur ur.lemma lemma
ur ur.pos pos_ud_udtb
ur ur.pos.ud_udtb pos_ud_udtb
ur ur.sentiment sentimentdl_urduvec_imdb
ur ur.embed urduvec_140M_300d
ur ur.embed.urdu_vec_140M_300d urduvec_140M_300d
ur ur.ner uner_mk_140M_300d
ur ur.ner.mk_140M_300d uner_mk_140M_300d
ko ko.segment_words wordseg_kaist_ud
ko ko.pos pos_ud_kaist
ko ko.ner ner_kmou_glove_840B_300d
ko ko.pos.ud_kaist pos_ud_kaist
ko ko.ner.kmou ner_kmou_glove_840B_300d
ko ko.ner.kmou.glove_840B_300d ner_kmou_glove_840B_300d
ko ko.lemma lemma
bh bh.pos pos_ud_bhtb
bh bh.lemma lemma
am am.pos pos_ud_att
am am.lemma lemma
xx xx.embed glove_840B_300
xx xx.embed.glove.840B_300 glove_840B_300
xx xx.embed.glove.6B_300 glove_6B_300
xx xx.embed.bert_multi_cased bert_multi_cased
xx xx.embed.bert bert_multi_cased
xx xx.classify.wiki_7 ld_wiki_7
xx xx.classify.wiki_20 ld_wiki_20
xx xx.classify.wiki_21 ld_wiki_tatoeba_cnn_21
xx xx.classify.wiki_21.bigru ld_tatoeba_bigru_21
xx xx.classify.wiki_99 ld_tatoeba_cnn_99
xx xx.classify.wiki_231 ld_wiki_cnn_231
xx xx.classify.wiki_43 ld_wiki_tatoeba_cnn_43
xx xx.classify.wiki_95 ld_wiki_tatoeba_cnn_95
xx xx.classify.wiki_220 ld_wiki_tatoeba_cnn_220
xx xx.classify.wiki_375 ld_wiki_tatoeba_cnn_375
xx xx.embed_sentence sent_bert_multi_cased
xx xx.embed_sentence.bert sent_bert_multi_cased
xx xx.embed_sentence.bert.cased sent_bert_multi_cased
xx xx.embed_sentence.labse labse
xx xx.sentence_detector sentence_detector_dl
xx xx.marian opus_mt_en_fr
xx xx.use.multi tfhub_use_multi
xx xx.use.multi_lg tfhub_use_multi_lg
xx xx.use.xling_en_de tfhub_use_xling_en_de
xx xx.use.xling_en_es tfhub_use_xling_en_es
xx xx.use.xling_en_fr tfhub_use_xling_en_fr
xx xx.use.xling_many tfhub_use_xling_many
xx xx.swc.marian.translate_to.en opus_mt_swc_en
xx xx.en.marian.translate_to.umb opus_mt_en_umb
xx xx.en.marian.translate_to.bem opus_mt_en_bem
xx xx.kwy.marian.translate_to.en opus_mt_kwy_en
xx xx.en.marian.translate_to.ti opus_mt_en_ti
xx xx.efi.marian.translate_to.en opus_mt_efi_en
xx xx.taw.marian.translate_to.en opus_mt_taw_en
xx xx.bem.marian.translate_to.en opus_mt_bem_en
xx xx.en.marian.translate_to.sw opus_mt_en_sw
xx xx.en.marian.translate_to.sn opus_mt_en_sn
xx xx.pqe.marian.translate_to.en opus_mt_pqe_en
xx xx.ny.marian.translate_to.en opus_mt_ny_en
xx xx.urj.marian.translate_to.en opus_mt_urj_en
xx xx.war.marian.translate_to.en opus_mt_war_en
xx xx.nso.marian.translate_to.en opus_mt_nso_en
xx xx.en.marian.translate_to.hu opus_mt_en_hu
xx xx.en.marian.translate_to.cpp opus_mt_en_cpp
xx xx.ja.marian.translate_to.en opus_mt_ja_en
xx xx.en.marian.translate_to.rn opus_mt_en_rn
xx xx.en.marian.translate_to.bcl opus_mt_en_bcl
xx xx.en.marian.translate_to.bi opus_mt_en_bi
xx xx.vi.marian.translate_to.en opus_mt_vi_en
xx xx.ln.marian.translate_to.en opus_mt_ln_en
xx xx.en.marian.translate_to.itc opus_mt_en_itc
xx xx.itc.marian.translate_to.en opus_mt_itc_en
xx xx.uk.marian.translate_to.en opus_mt_uk_en
xx xx.en.marian.translate_to.gmq opus_mt_en_gmq
xx xx.loz.marian.translate_to.en opus_mt_loz_en
xx xx.mg.marian.translate_to.en opus_mt_mg_en
xx xx.bnt.marian.translate_to.en opus_mt_bnt_en
xx xx.en.marian.translate_to.zls opus_mt_en_zls
xx xx.mkh.marian.translate_to.en opus_mt_mkh_en
xx xx.en.marian.translate_to.lg opus_mt_en_lg
xx xx.et.marian.translate_to.en opus_mt_et_en
xx xx.fi.marian.translate_to.en opus_mt_fi_en
xx xx.en.marian.translate_to.vi opus_mt_en_vi
xx xx.en.marian.translate_to.ga opus_mt_en_ga
xx xx.nic.marian.translate_to.en opus_mt_nic_en
xx xx.lua.marian.translate_to.en opus_mt_lua_en
xx xx.afa.marian.translate_to.en opus_mt_afa_en
xx xx.en.marian.translate_to.pis opus_mt_en_pis
xx xx.en.marian.translate_to.ts opus_mt_en_ts
xx xx.sv.marian.translate_to.en opus_mt_sv_en
xx xx.en.marian.translate_to.dra opus_mt_en_dra
xx xx.en.marian.translate_to.pag opus_mt_en_pag
xx xx.en.marian.translate_to.ln opus_mt_en_ln
xx xx.alv.marian.translate_to.en opus_mt_alv_en
xx xx.ee.marian.translate_to.en opus_mt_ee_en
xx xx.bg.marian.translate_to.en opus_mt_bg_en
xx xx.en.marian.translate_to.tw opus_mt_en_tw
xx xx.en.marian.translate_to.gaa opus_mt_en_gaa
xx xx.en.marian.translate_to.tll opus_mt_en_tll
xx xx.en.marian.translate_to.phi opus_mt_en_phi
xx xx.en.marian.translate_to.tiv opus_mt_en_tiv
xx xx.en.marian.translate_to.ss opus_mt_en_ss
xx xx.en.marian.translate_to.cs opus_mt_en_cs
xx xx.kwn.marian.translate_to.en opus_mt_kwn_en
xx xx.mh.marian.translate_to.en opus_mt_mh_en
xx xx.en.marian.translate_to.cy opus_mt_en_cy
xx xx.en.marian.translate_to.mt opus_mt_en_mt
xx xx.en.marian.translate_to.ber opus_mt_en_ber
xx xx.ine.marian.translate_to.en opus_mt_ine_en
xx xx.ng.marian.translate_to.en opus_mt_ng_en
xx xx.ase.marian.translate_to.en opus_mt_ase_en
xx xx.en.marian.translate_to.afa opus_mt_en_afa
xx xx.en.marian.translate_to.ml opus_mt_en_ml
xx xx.en.marian.translate_to.zle opus_mt_en_zle
xx xx.wal.marian.translate_to.en opus_mt_wal_en
xx xx.en.marian.translate_to.sit opus_mt_en_sit
xx xx.hy.marian.translate_to.en opus_mt_hy_en
xx xx.umb.marian.translate_to.en opus_mt_umb_en
xx xx.en.marian.translate_to.cpf opus_mt_en_cpf
xx xx.en.marian.translate_to.gv opus_mt_en_gv
xx xx.en.marian.translate_to.pap opus_mt_en_pap
xx xx.gl.marian.translate_to.en opus_mt_gl_en
xx xx.kqn.marian.translate_to.en opus_mt_kqn_en
xx xx.ca.marian.translate_to.en opus_mt_ca_en
xx xx.gem.marian.translate_to.en opus_mt_gem_en
xx xx.en.marian.translate_to.crs opus_mt_en_crs
xx xx.en.marian.translate_to.rw opus_mt_en_rw
xx xx.en.marian.translate_to.ig opus_mt_en_ig
xx xx.en.marian.translate_to.aav opus_mt_en_aav
xx xx.en.marian.translate_to.tl opus_mt_en_tl
xx xx.sm.marian.translate_to.en opus_mt_sm_en
xx xx.en.marian.translate_to.hi opus_mt_en_hi
xx xx.chk.marian.translate_to.en opus_mt_chk_en
xx xx.en.marian.translate_to.kwy opus_mt_en_kwy
xx xx.en.marian.translate_to.ho opus_mt_en_ho
xx xx.ve.marian.translate_to.en opus_mt_ve_en
xx xx.ceb.marian.translate_to.en opus_mt_ceb_en
xx xx.aav.marian.translate_to.en opus_mt_aav_en
xx xx.st.marian.translate_to.en opus_mt_st_en
xx xx.en.marian.translate_to.cus opus_mt_en_cus
xx xx.en.marian.translate_to.bnt opus_mt_en_bnt
xx xx.iso.marian.translate_to.en opus_mt_iso_en
xx xx.tr.marian.translate_to.en opus_mt_tr_en
xx xx.om.marian.translate_to.en opus_mt_om_en
xx xx.fj.marian.translate_to.en opus_mt_fj_en
xx xx.ml.marian.translate_to.en opus_mt_ml_en
xx xx.en.marian.translate_to.ro opus_mt_en_ro
xx xx.en.marian.translate_to.ny opus_mt_en_ny
xx xx.en.marian.translate_to.ty opus_mt_en_ty
xx xx.cel.marian.translate_to.en opus_mt_cel_en
xx xx.ccs.marian.translate_to.en opus_mt_ccs_en
xx xx.hu.marian.translate_to.en opus_mt_hu_en
xx xx.art.marian.translate_to.en opus_mt_art_en
xx xx.en.marian.translate_to.ar opus_mt_en_ar
xx xx.en.marian.translate_to.mfe opus_mt_en_mfe
xx xx.yap.marian.translate_to.en opus_mt_yap_en
xx xx.ha.marian.translate_to.en opus_mt_ha_en
xx xx.cpf.marian.translate_to.en opus_mt_cpf_en
xx xx.en.marian.translate_to.hy opus_mt_en_hy
xx xx.en.marian.translate_to.roa opus_mt_en_roa
xx xx.crs.marian.translate_to.en opus_mt_crs_en
xx xx.en.marian.translate_to.lun opus_mt_en_lun
xx xx.zls.marian.translate_to.en opus_mt_zls_en
xx xx.en.marian.translate_to.mk opus_mt_en_mk
xx xx.en.marian.translate_to.fiu opus_mt_en_fiu
xx xx.en.marian.translate_to.sv opus_mt_en_sv
xx xx.gmw.marian.translate_to.en opus_mt_gmw_en
xx xx.en.marian.translate_to.st opus_mt_en_st
xx xx.en.marian.translate_to.om opus_mt_en_om
xx xx.en.marian.translate_to.pqw opus_mt_en_pqw
xx xx.en.marian.translate_to.hil opus_mt_en_hil
xx xx.sk.marian.translate_to.en opus_mt_sk_en
xx xx.en.marian.translate_to.mr opus_mt_en_mr
xx xx.tll.marian.translate_to.en opus_mt_tll_en
xx xx.en.marian.translate_to.jap opus_mt_en_jap
xx xx.en.marian.translate_to.chk opus_mt_en_chk
xx xx.tum.marian.translate_to.en opus_mt_tum_en
xx xx.dra.marian.translate_to.en opus_mt_dra_en
xx xx.en.marian.translate_to.kqn opus_mt_en_kqn
xx xx.en.marian.translate_to.tdt opus_mt_en_tdt
xx xx.en.marian.translate_to.tvl opus_mt_en_tvl
xx xx.en.marian.translate_to.lue opus_mt_en_lue
xx xx.en.marian.translate_to.ilo opus_mt_en_ilo
xx xx.en.marian.translate_to.poz opus_mt_en_poz
xx xx.pap.marian.translate_to.en opus_mt_pap_en
xx xx.af.marian.translate_to.en opus_mt_af_en
xx xx.en.marian.translate_to.bzs opus_mt_en_bzs
xx xx.toi.marian.translate_to.en opus_mt_toi_en
xx xx.en.marian.translate_to.mg opus_mt_en_mg
xx xx.ber.marian.translate_to.en opus_mt_ber_en
xx xx.kj.marian.translate_to.en opus_mt_kj_en
xx xx.ko.marian.translate_to.en opus_mt_ko_en
xx xx.inc.marian.translate_to.en opus_mt_inc_en
xx xx.en.marian.translate_to.is opus_mt_en_is
xx xx.mr.marian.translate_to.en opus_mt_mr_en
xx xx.ka.marian.translate_to.en opus_mt_ka_en
xx xx.en.marian.translate_to.nic opus_mt_en_nic
xx xx.en.marian.translate_to.eu opus_mt_en_eu
xx xx.pl.marian.translate_to.en opus_mt_pl_en
xx xx.hil.marian.translate_to.en opus_mt_hil_en
xx xx.en.marian.translate_to.luo opus_mt_en_luo
xx xx.en.marian.translate_to.zh opus_mt_en_zh
xx xx.en.marian.translate_to.fi opus_mt_en_fi
xx xx.en.marian.translate_to.kg opus_mt_en_kg
xx xx.bi.marian.translate_to.en opus_mt_bi_en
xx xx.sg.marian.translate_to.en opus_mt_sg_en
xx xx.en.marian.translate_to.ng opus_mt_en_ng
xx xx.en.marian.translate_to.inc opus_mt_en_inc
xx xx.en.marian.translate_to.uk opus_mt_en_uk
xx xx.en.marian.translate_to.es opus_mt_en_es
xx xx.en.marian.translate_to.swc opus_mt_en_swc
xx xx.sq.marian.translate_to.en opus_mt_sq_en
xx xx.en.marian.translate_to.niu opus_mt_en_niu
xx xx.trk.marian.translate_to.en opus_mt_trk_en
xx xx.en.marian.translate_to.mh opus_mt_en_mh
xx xx.luo.marian.translate_to.en opus_mt_luo_en
xx xx.mt.marian.translate_to.en opus_mt_mt_en
xx xx.to.marian.translate_to.en opus_mt_to_en
xx xx.tiv.marian.translate_to.en opus_mt_tiv_en
xx xx.en.marian.translate_to.ca opus_mt_en_ca
xx xx.en.marian.translate_to.iso opus_mt_en_iso
xx xx.gil.marian.translate_to.en opus_mt_gil_en
xx xx.en.marian.translate_to.trk opus_mt_en_trk
xx xx.ga.marian.translate_to.en opus_mt_ga_en
xx xx.en.marian.translate_to.sem opus_mt_en_sem
xx xx.da.marian.translate_to.en opus_mt_da_en
xx xx.is.marian.translate_to.en opus_mt_is_en
xx xx.en.marian.translate_to.mul opus_mt_en_mul
xx xx.en.marian.translate_to.nyk opus_mt_en_nyk
xx xx.de.marian.translate_to.en opus_mt_de_en
xx xx.rn.marian.translate_to.en opus_mt_rn_en
xx xx.yo.marian.translate_to.en opus_mt_yo_en
xx xx.sn.marian.translate_to.en opus_mt_sn_en
xx xx.lun.marian.translate_to.en opus_mt_lun_en
xx xx.en.marian.translate_to.iir opus_mt_en_iir
xx xx.en.marian.translate_to.toi opus_mt_en_toi
xx xx.pag.marian.translate_to.en opus_mt_pag_en
xx xx.en.marian.translate_to.ee opus_mt_en_ee
xx xx.grk.marian.translate_to.en opus_mt_grk_en
xx xx.zle.marian.translate_to.en opus_mt_zle_en
xx xx.zh.marian.translate_to.en opus_mt_zh_en
xx xx.en.marian.translate_to.tn opus_mt_en_tn
xx xx.en.marian.translate_to.az opus_mt_en_az
xx xx.en.marian.translate_to.bat opus_mt_en_bat
xx xx.en.marian.translate_to.tut opus_mt_en_tut
xx xx.eu.marian.translate_to.en opus_mt_eu_en
xx xx.kab.marian.translate_to.en opus_mt_kab_en
xx xx.en.marian.translate_to.fr opus_mt_en_fr
xx xx.rnd.marian.translate_to.en opus_mt_rnd_en
xx xx.ur.marian.translate_to.en opus_mt_ur_en
xx xx.ss.marian.translate_to.en opus_mt_ss_en
xx xx.cau.marian.translate_to.en opus_mt_cau_en
xx xx.cs.marian.translate_to.en opus_mt_cs_en
xx xx.en.marian.translate_to.de opus_mt_en_de
xx xx.en.marian.translate_to.sq opus_mt_en_sq
xx xx.roa.marian.translate_to.en opus_mt_roa_en
xx xx.eo.marian.translate_to.en opus_mt_eo_en
xx xx.wa.marian.translate_to.en opus_mt_wa_en
xx xx.zlw.marian.translate_to.en opus_mt_zlw_en
xx xx.lg.marian.translate_to.en opus_mt_lg_en
xx xx.en.marian.translate_to.gmw opus_mt_en_gmw
xx xx.fr.marian.translate_to.en opus_mt_fr_en
xx xx.en.marian.translate_to.it opus_mt_en_it
xx xx.tpi.marian.translate_to.en opus_mt_tpi_en
xx xx.bcl.marian.translate_to.en opus_mt_bcl_en
xx xx.id.marian.translate_to.en opus_mt_id_en
xx xx.ht.marian.translate_to.en opus_mt_ht_en
xx xx.en.marian.translate_to.run opus_mt_en_run
xx xx.en.marian.translate_to.bg opus_mt_en_bg
xx xx.mul.marian.translate_to.en opus_mt_mul_en
xx xx.mk.marian.translate_to.en opus_mt_mk_en
xx xx.en.marian.translate_to.gil opus_mt_en_gil
xx xx.en.marian.translate_to.nso opus_mt_en_nso
xx xx.gv.marian.translate_to.en opus_mt_gv_en
xx xx.es.marian.translate_to.en opus_mt_es_en
xx xx.ilo.marian.translate_to.en opus_mt_ilo_en
xx xx.srn.marian.translate_to.en opus_mt_srn_en
xx xx.guw.marian.translate_to.en opus_mt_guw_en
xx xx.fiu.marian.translate_to.en opus_mt_fiu_en
xx xx.wls.marian.translate_to.en opus_mt_wls_en
xx xx.en.marian.translate_to.nl opus_mt_en_nl
xx xx.rw.marian.translate_to.en opus_mt_rw_en
xx xx.en.marian.translate_to.ceb opus_mt_en_ceb
xx xx.run.marian.translate_to.en opus_mt_run_en
xx xx.nyk.marian.translate_to.en opus_mt_nyk_en
xx xx.ho.marian.translate_to.en opus_mt_ho_en
xx xx.en.marian.translate_to.urj opus_mt_en_urj
xx xx.en.marian.translate_to.pon opus_mt_en_pon
xx xx.phi.marian.translate_to.en opus_mt_phi_en
xx xx.kl.marian.translate_to.en opus_mt_kl_en
xx xx.bn.marian.translate_to.en opus_mt_bn_en
xx xx.en.marian.translate_to.efi opus_mt_en_efi
xx xx.en.marian.translate_to.pqe opus_mt_en_pqe
xx xx.en.marian.translate_to.rnd opus_mt_en_rnd
xx xx.en.marian.translate_to.id opus_mt_en_id
xx xx.nl.marian.translate_to.en opus_mt_nl_en
xx xx.ru.marian.translate_to.en opus_mt_ru_en
xx xx.en.marian.translate_to.sla opus_mt_en_sla
xx xx.en.marian.translate_to.guw opus_mt_en_guw
xx xx.euq.marian.translate_to.en opus_mt_euq_en
xx xx.lu.marian.translate_to.en opus_mt_lu_en
xx xx.en.marian.translate_to.fj opus_mt_en_fj
xx xx.en.marian.translate_to.ru opus_mt_en_ru
xx xx.en.marian.translate_to.gem opus_mt_en_gem
xx xx.en.marian.translate_to.map opus_mt_en_map
xx xx.en.marian.translate_to.euq opus_mt_en_euq
xx xx.en.marian.translate_to.kwn opus_mt_en_kwn
xx xx.en.marian.translate_to.gl opus_mt_en_gl
xx xx.en.marian.translate_to.ha opus_mt_en_ha
xx xx.cpp.marian.translate_to.en opus_mt_cpp_en
xx xx.en.marian.translate_to.mkh opus_mt_en_mkh
xx xx.en.marian.translate_to.kj opus_mt_en_kj
xx xx.bat.marian.translate_to.en opus_mt_bat_en
xx xx.en.marian.translate_to.sal opus_mt_en_sal
xx xx.pa.marian.translate_to.en opus_mt_pa_en
xx xx.jap.marian.translate_to.en opus_mt_jap_en
xx xx.sla.marian.translate_to.en opus_mt_sla_en
xx xx.ar.marian.translate_to.en opus_mt_ar_en
xx xx.xh.marian.translate_to.en opus_mt_xh_en
xx xx.mfe.marian.translate_to.en opus_mt_mfe_en
xx xx.en.marian.translate_to.zlw opus_mt_en_zlw
xx xx.en.marian.translate_to.lua opus_mt_en_lua
xx xx.en.marian.translate_to.ine opus_mt_en_ine
xx xx.en.marian.translate_to.loz opus_mt_en_loz
xx xx.lus.marian.translate_to.en opus_mt_lus_en
xx xx.lv.marian.translate_to.en opus_mt_lv_en
xx xx.en.marian.translate_to.af opus_mt_en_af
xx xx.sal.marian.translate_to.en opus_mt_sal_en
xx xx.hi.marian.translate_to.en opus_mt_hi_en
xx xx.gaa.marian.translate_to.en opus_mt_gaa_en
xx xx.pon.marian.translate_to.en opus_mt_pon_en
xx xx.ig.marian.translate_to.en opus_mt_ig_en
xx xx.en.marian.translate_to.lus opus_mt_en_lus
xx xx.th.marian.translate_to.en opus_mt_th_en
xx xx.kg.marian.translate_to.en opus_mt_kg_en
xx xx.cus.marian.translate_to.en opus_mt_cus_en
xx xx.cy.marian.translate_to.en opus_mt_cy_en
xx xx.en.marian.translate_to.alv opus_mt_en_alv
xx xx.sem.marian.translate_to.en opus_mt_sem_en
xx xx.en.marian.translate_to.tpi opus_mt_en_tpi
xx xx.en.marian.translate_to.grk opus_mt_en_grk
xx xx.gmq.marian.translate_to.en opus_mt_gmq_en
xx xx.tn.marian.translate_to.en opus_mt_tn_en
xx xx.en.marian.translate_to.sg opus_mt_en_sg
xx xx.pis.marian.translate_to.en opus_mt_pis_en
xx xx.en.marian.translate_to.sm opus_mt_en_sm
xx xx.en.marian.translate_to.ht opus_mt_en_ht
xx xx.mos.marian.translate_to.en opus_mt_mos_en
xx xx.iir.marian.translate_to.en opus_mt_iir_en
xx xx.en.marian.translate_to.mos opus_mt_en_mos
xx xx.ts.marian.translate_to.en opus_mt_ts_en
xx xx.en.marian.translate_to.he opus_mt_en_he
xx xx.en.marian.translate_to.da opus_mt_en_da
xx xx.it.marian.translate_to.en opus_mt_it_en
xx xx.en.marian.translate_to.cel opus_mt_en_cel
xx xx.en.marian.translate_to.el opus_mt_en_el
xx xx.en.marian.translate_to.xh opus_mt_en_xh
xx xx.en.marian.translate_to.eo opus_mt_en_eo
xx xx.az.marian.translate_to.en opus_mt_az_en
xx xx.tvl.marian.translate_to.en opus_mt_tvl_en
xx xx.tl.marian.translate_to.en opus_mt_tl_en
xx xx.bzs.marian.translate_to.en opus_mt_bzs_en
xx xx.en.marian.translate_to.et opus_mt_en_et
xx xx.en.marian.translate_to.sk opus_mt_en_sk
xx xx.en.marian.translate_to.to opus_mt_en_to
xx xx.en.marian.translate_to.ur opus_mt_en_ur
xx xx.lue.marian.translate_to.en opus_mt_lue_en
xx xx.niu.marian.translate_to.en opus_mt_niu_en
xx xx.ti.marian.translate_to.en opus_mt_ti_en
xx xx.en.marian.translate_to.lu opus_mt_en_lu

Pipeline references

Language NLU pipeline reference Spark NLP pipeline reference
da da.explain explain_document_sm
da da.explain.sm explain_document_sm
da da.explain.md explain_document_md
da da.explain.lg explain_document_lg
da da.ner entity_recognizer_sm
da da.ner.sm entity_recognizer_sm
da da.ner.md entity_recognizer_md
da da.ner.lg entity_recognizer_lg
nl nl.explain explain_document_sm
nl nl.explain.sm explain_document_sm
nl nl.explain.md explain_document_md
nl nl.explain.lg explain_document_lg
nl nl.ner entity_recognizer_sm
nl nl.ner.sm entity_recognizer_sm
nl nl.ner.md entity_recognizer_md
nl nl.ner.lg entity_recognizer_lg
en en.classify analyze_sentiment
en en.explain explain_document_ml
en en.explain.ml explain_document_ml
en en.explain.dl explain_document_dl
en en.ner recognize_entities_dl
en en.ner.conll recognize_entities_dl
en en.ner.dl recognize_entities_dl
en en.ner.bert recognize_entities_bert
en en.ner.onto.sm onto_recognize_entities_sm
en en.ner.onto.lg onto_recognize_entities_lg
en en.match.datetime match_datetime
en en.match.pattern match_pattern
en en.match.chunks match_chunks
en en.match.phrases match_phrases
en en.clean.stop clean_stop
en en.clean.pattern clean_pattern
en en.clean.slang clean_slang
en en.spell check_spelling_dl
en en.spell.dl check_spelling_dl
en en.spell.context check_spelling_dl
en en.sentiment analyze_sentiment
en en.classify.sentiment analyze_sentiment
en en.sentiment.imdb analyze_sentimentdl_use_imdb
en en.sentiment.imdb.use analyze_sentimentdl_use_imdb
en en.sentiment.twitter.use analyze_sentimentdl_use_twitter
en en.sentiment.twitter analyze_sentimentdl_use_twitter
en en.dependency dependency_parse
en en.ner.onto.bert.base onto_recognize_entities_bert_base
en en.ner.onto.bert.large onto_recognize_entities_bert_large
en en.ner.onto.bert.medium onto_recognize_entities_bert_medium
en en.ner.onto.bert.mini onto_recognize_entities_bert_mini
en en.ner.onto.bert.small onto_recognize_entities_bert_small
en en.ner.onto.bert.tiny onto_recognize_entities_bert_tiny
en en.ner.onto.electra.base onto_recognize_entities_electra_base
en en.ner.onto.electra.small onto_recognize_entities_electra_small
en en.sentiment.glove analyze_sentimentdl_glove_imdb
en en.sentiment.glove.imdb analyze_sentimentdl_glove_imdb
en en.classify.sentiment.glove.imdb analyze_sentimentdl_glove_imdb
en en.classify.sentiment.glove analyze_sentimentdl_glove_imdb
en en.classify.trec50.pipe classifierdl_use_trec50_pipeline
en en.ner.onto.large onto_recognize_entities_electra_large
sv sv.explain explain_document_sm
sv sv.explain.sm explain_document_sm
sv sv.explain.md explain_document_md
sv sv.explain.lg explain_document_lg
sv sv.ner entity_recognizer_sm
sv sv.ner.sm entity_recognizer_sm
sv sv.ner.md entity_recognizer_md
sv sv.ner.lg entity_recognizer_lg
fi fi.explain explain_document_sm
fi fi.explain.sm explain_document_sm
fi fi.explain.md explain_document_md
fi fi.explain.lg explain_document_lg
fi fi.ner entity_recognizer_sm
fi fi.ner.sm entity_recognizer_sm
fi fi.ner.md entity_recognizer_md
fi fi.ner.lg entity_recognizer_lg
fr fr.explain explain_document_lg
fr fr.explain.lg explain_document_lg
fr fr.explain.md explain_document_md
fr fr.ner entity_recognizer_lg
fr fr.ner.lg entity_recognizer_lg
fr fr.ner.md entity_recognizer_md
de de.explain.document explain_document_md
de de.explain.document.md explain_document_md
de de.explain.document.lg explain_document_lg
de de.ner.recognizer entity_recognizer_md
de de.ner.recognizer.md entity_recognizer_md
de de.ner.recognizer.lg entity_recognizer_lg
it it.explain.document explain_document_md
it it.explain.document.md explain_document_md
it it.explain.document.lg explain_document_lg
it it.ner entity_recognizer_md
it it.ner.md entity_recognizer_md
it it.ner.lg entity_recognizer_lg
no no.explain explain_document_sm
no no.explain.sm explain_document_sm
no no.explain.md explain_document_md
no no.explain.lg explain_document_lg
no no.ner entity_recognizer_sm
no no.ner.sm entity_recognizer_sm
no no.ner.md entity_recognizer_md
no no.ner.lg entity_recognizer_lg
pl pl.explain explain_document_sm
pl pl.explain.sm explain_document_sm
pl pl.explain.md explain_document_md
pl pl.explain.lg explain_document_lg
pl pl.ner entity_recognizer_sm
pl pl.ner.sm entity_recognizer_sm
pl pl.ner.md entity_recognizer_md
pl pl.ner.lg entity_recognizer_lg
pt pt.explain explain_document_sm
pt pt.explain.sm explain_document_sm
pt pt.explain.md explain_document_md
pt pt.explain.lg explain_document_lg
pt pt.ner entity_recognizer_sm
pt pt.ner.sm entity_recognizer_sm
pt pt.ner.md entity_recognizer_md
pt pt.ner.lg entity_recognizer_lg
ru ru.explain explain_document_sm
ru ru.explain.sm explain_document_sm
ru ru.explain.md explain_document_md
ru ru.explain.lg explain_document_lg
ru ru.ner entity_recognizer_sm
ru ru.ner.sm entity_recognizer_sm
ru ru.ner.md entity_recognizer_md
ru ru.ner.lg entity_recognizer_lg
es es.explain explain_document_sm
es es.explain.sm explain_document_sm
es es.explain.md explain_document_md
es es.explain.lg explain_document_lg
es es.ner entity_recognizer_sm
es es.ner.sm entity_recognizer_sm
es es.ner.md entity_recognizer_md
es es.ner.lg entity_recognizer_lg
xx lang. detect_language_375
xx lang.7 detect_language_7
xx lang.20 detect_language_20
xx xx.classify.lang detect_language_20
xx xx.classify.lang.20 detect_language_20
xx xx.classify.lang.7 detect_language_7
xx xx.classify.lang. detect_language_375
xx xx.classify.lang.21 detect_language_21
xx xx.classify.lang.43 detect_language_43
xx xx.classify.lang.95 detect_language_95
xx xx.classify.lang.99 detect_language_99
xx xx.classify.lang.220 detect_language_220
xx xx.classify.lang.231 detect_language_231
xx xx.classify.lang.bigru detect_language_bigru_21
xx lang.21 detect_language_21
xx lang.43 detect_language_43
xx lang.95 detect_language_95
xx lang.99 detect_language_99
xx lang.220 detect_language_220
xx lang.231 detect_language_231
xx lang.bigru detect_language_bigru_21
xx xx.zlw.translate_to.en translate_zlw_en
xx xx.en.translate_to.ti translate_en_ti
xx xx.bem.translate_to.en translate_bem_en
xx xx.ny.translate_to.en translate_ny_en
xx xx.en.translate_to.lu translate_en_lu
xx xx.taw.translate_to.en translate_taw_en
xx xx.en.translate_to.ga translate_en_ga
xx xx.en.translate_to.sw translate_en_sw
xx xx.war.translate_to.en translate_war_en
xx xx.en.translate_to.hu translate_en_hu
xx xx.pqe.translate_to.en translate_pqe_en
xx xx.en.translate_to.bem translate_en_bem
xx xx.en.translate_to.tiv translate_en_tiv
xx xx.en.translate_to.tll translate_en_tll
xx xx.en.translate_to.cpp translate_en_cpp
xx xx.efi.translate_to.en translate_efi_en
xx xx.en.translate_to.itc translate_en_itc
xx xx.uk.translate_to.en translate_uk_en
xx xx.ee.translate_to.en translate_ee_en
xx xx.nso.translate_to.en translate_nso_en
xx xx.urj.translate_to.en translate_urj_en
xx xx.sv.translate_to.en translate_sv_en
xx xx.en.translate_to.rn translate_en_rn
xx xx.nic.translate_to.en translate_nic_en
xx xx.en.translate_to.bcl translate_en_bcl
xx xx.en.translate_to.lg translate_en_lg
xx xx.kwy.translate_to.en translate_kwy_en
xx xx.en.translate_to.gmq translate_en_gmq
xx xx.en.translate_to.ts translate_en_ts
xx xx.bnt.translate_to.en translate_bnt_en
xx xx.en.translate_to.pis translate_en_pis
xx xx.kwn.translate_to.en translate_kwn_en
xx xx.fi.translate_to.en translate_fi_en
xx xx.en.translate_to.gaa translate_en_gaa
xx xx.afa.translate_to.en translate_afa_en
xx xx.itc.translate_to.en translate_itc_en
xx xx.mh.translate_to.en translate_mh_en
xx xx.en.translate_to.ln translate_en_ln
xx xx.en.translate_to.zls translate_en_zls
xx xx.en.translate_to.cy translate_en_cy
xx xx.et.translate_to.en translate_et_en
xx xx.en.translate_to.dra translate_en_dra
xx xx.en.translate_to.sn translate_en_sn
xx xx.lua.translate_to.en translate_lua_en
xx xx.ln.translate_to.en translate_ln_en
xx xx.ja.translate_to.en translate_ja_en
xx xx.loz.translate_to.en translate_loz_en
xx xx.en.translate_to.bi translate_en_bi
xx xx.mg.translate_to.en translate_mg_en
xx xx.vi.translate_to.en translate_vi_en
xx xx.en.translate_to.vi translate_en_vi
xx xx.hy.translate_to.en translate_hy_en
xx xx.en.translate_to.mt translate_en_mt
xx xx.ng.translate_to.en translate_ng_en
xx xx.mkh.translate_to.en translate_mkh_en
xx xx.en.translate_to.cpf translate_en_cpf
xx xx.wal.translate_to.en translate_wal_en
xx xx.en.translate_to.crs translate_en_crs
xx xx.en.translate_to.zle translate_en_zle
xx xx.en.translate_to.phi translate_en_phi
xx xx.ine.translate_to.en translate_ine_en
xx xx.en.translate_to.pap translate_en_pap
xx xx.en.translate_to.sit translate_en_sit
xx xx.bg.translate_to.en translate_bg_en
xx xx.en.translate_to.ml translate_en_ml
xx xx.en.translate_to.ss translate_en_ss
xx xx.en.translate_to.tw translate_en_tw
xx xx.en.translate_to.gv translate_en_gv
xx xx.ca.translate_to.en translate_ca_en
xx xx.umb.translate_to.en translate_umb_en
xx xx.alv.translate_to.en translate_alv_en
xx xx.gem.translate_to.en translate_gem_en
xx xx.chk.translate_to.en translate_chk_en
xx xx.kqn.translate_to.en translate_kqn_en
xx xx.en.translate_to.afa translate_en_afa
xx xx.gl.translate_to.en translate_gl_en
xx xx.en.translate_to.ber translate_en_ber
xx xx.en.translate_to.ig translate_en_ig
xx xx.ase.translate_to.en translate_ase_en
xx xx.en.translate_to.cs translate_en_cs
xx xx.en.translate_to.pag translate_en_pag
xx xx.en.translate_to.nic translate_en_nic
xx xx.en.translate_to.hil translate_en_hil
xx xx.en.translate_to.cel translate_en_cel
xx xx.nl.translate_to.en translate_nl_en
xx xx.en.translate_to.ho translate_en_ho
xx xx.en.translate_to.inc translate_en_inc
xx xx.ts.translate_to.en translate_ts_en
xx xx.en.translate_to.tl translate_en_tl
xx xx.ve.translate_to.en translate_ve_en
xx xx.ceb.translate_to.en translate_ceb_en
xx xx.en.translate_to.iir translate_en_iir
xx xx.en.translate_to.aav translate_en_aav
xx xx.en.translate_to.bat translate_en_bat
xx xx.en.translate_to.alv translate_en_alv
xx xx.ar.translate_to.en translate_ar_en
xx xx.fiu.translate_to.en translate_fiu_en
xx xx.en.translate_to.eu translate_en_eu
xx xx.is.translate_to.en translate_is_en
xx xx.wa.translate_to.en translate_wa_en
xx xx.en.translate_to.tn translate_en_tn
xx xx.ig.translate_to.en translate_ig_en
xx xx.luo.translate_to.en translate_luo_en
xx xx.en.translate_to.kwn translate_en_kwn
xx xx.niu.translate_to.en translate_niu_en
xx xx.en.translate_to.gl translate_en_gl
xx xx.en.translate_to.ilo translate_en_ilo
xx xx.en.translate_to.ur translate_en_ur
xx xx.cus.translate_to.en translate_cus_en
xx xx.phi.translate_to.en translate_phi_en
xx xx.en.translate_to.loz translate_en_loz
xx xx.tiv.translate_to.en translate_tiv_en
xx xx.en.translate_to.id translate_en_id
xx xx.zle.translate_to.en translate_zle_en
xx xx.en.translate_to.mfe translate_en_mfe
xx xx.id.translate_to.en translate_id_en
xx xx.lv.translate_to.en translate_lv_en
xx xx.en.translate_to.pon translate_en_pon
xx xx.en.translate_to.sq translate_en_sq
xx xx.tum.translate_to.en translate_tum_en
xx xx.pl.translate_to.en translate_pl_en
xx xx.xh.translate_to.en translate_xh_en
xx xx.kab.translate_to.en translate_kab_en
xx xx.tvl.translate_to.en translate_tvl_en
xx xx.pa.translate_to.en translate_pa_en
xx xx.iso.translate_to.en translate_iso_en
xx xx.ho.translate_to.en translate_ho_en
xx xx.cel.translate_to.en translate_cel_en
xx xx.en.translate_to.om translate_en_om
xx xx.kg.translate_to.en translate_kg_en
xx xx.en.translate_to.lus translate_en_lus
xx xx.om.translate_to.en translate_om_en
xx xx.lun.translate_to.en translate_lun_en
xx xx.crs.translate_to.en translate_crs_en
xx xx.cy.translate_to.en translate_cy_en
xx xx.tll.translate_to.en translate_tll_en
xx xx.gil.translate_to.en translate_gil_en
xx xx.en.translate_to.mkh translate_en_mkh
xx xx.en.translate_to.euq translate_en_euq
xx xx.en.translate_to.sem translate_en_sem
xx xx.cs.translate_to.en translate_cs_en
xx xx.en.translate_to.sk translate_en_sk
xx xx.en.translate_to.bzs translate_en_bzs
xx xx.en.translate_to.trk translate_en_trk
xx xx.cpf.translate_to.en translate_cpf_en
xx xx.bi.translate_to.en translate_bi_en
xx xx.en.translate_to.mul translate_en_mul
xx xx.en.translate_to.gmw translate_en_gmw
xx xx.en.translate_to.fi translate_en_fi
xx xx.en.translate_to.zlw translate_en_zlw
xx xx.lg.translate_to.en translate_lg_en
xx xx.en.translate_to.pqe translate_en_pqe
xx xx.en.translate_to.xh translate_en_xh
xx xx.en.translate_to.hi translate_en_hi
xx xx.en.translate_to.nyk translate_en_nyk
xx xx.th.translate_to.en translate_th_en
xx xx.en.translate_to.umb translate_en_umb
xx xx.en.translate_to.af translate_en_af
xx xx.tpi.translate_to.en translate_tpi_en
xx xx.ti.translate_to.en translate_ti_en
xx xx.en.translate_to.chk translate_en_chk
xx xx.mos.translate_to.en translate_mos_en
xx xx.en.translate_to.sm translate_en_sm
xx xx.pon.translate_to.en translate_pon_en
xx xx.en.translate_to.bg translate_en_bg
xx xx.en.translate_to.ny translate_en_ny
xx xx.kl.translate_to.en translate_kl_en
xx xx.en.translate_to.hy translate_en_hy
xx xx.nyk.translate_to.en translate_nyk_en
xx xx.it.translate_to.en translate_it_en
xx xx.mt.translate_to.en translate_mt_en
xx xx.pap.translate_to.en translate_pap_en
xx xx.srn.translate_to.en translate_srn_en
xx xx.da.translate_to.en translate_da_en
xx xx.en.translate_to.lue translate_en_lue
xx xx.rn.translate_to.en translate_rn_en
xx xx.en.translate_to.tut translate_en_tut
xx xx.lu.translate_to.en translate_lu_en
xx xx.ru.translate_to.en translate_ru_en
xx xx.en.translate_to.toi translate_en_toi
xx xx.ccs.translate_to.en translate_ccs_en
xx xx.aav.translate_to.en translate_aav_en
xx xx.en.translate_to.ha translate_en_ha
xx xx.rnd.translate_to.en translate_rnd_en
xx xx.de.translate_to.en translate_de_en
xx xx.en.translate_to.luo translate_en_luo
xx xx.fr.translate_to.en translate_fr_en
xx xx.bcl.translate_to.en translate_bcl_en
xx xx.ilo.translate_to.en translate_ilo_en
xx xx.en.translate_to.jap translate_en_jap
xx xx.en.translate_to.fj translate_en_fj
xx xx.sk.translate_to.en translate_sk_en
xx xx.bzs.translate_to.en translate_bzs_en
xx xx.ka.translate_to.en translate_ka_en
xx xx.ko.translate_to.en translate_ko_en
xx xx.sq.translate_to.en translate_sq_en
xx xx.mul.translate_to.en translate_mul_en
xx xx.en.translate_to.run translate_en_run
xx xx.sn.translate_to.en translate_sn_en
xx xx.en.translate_to.pqw translate_en_pqw
xx xx.ss.translate_to.en translate_ss_en
xx xx.sm.translate_to.en translate_sm_en
xx xx.en.translate_to.kwy translate_en_kwy
xx xx.jap.translate_to.en translate_jap_en
xx xx.en.translate_to.kqn translate_en_kqn
xx xx.mk.translate_to.en translate_mk_en
xx xx.hu.translate_to.en translate_hu_en
xx xx.en.translate_to.map translate_en_map
xx xx.yo.translate_to.en translate_yo_en
xx xx.hi.translate_to.en translate_hi_en
xx xx.iir.translate_to.en translate_iir_en
xx xx.en.translate_to.guw translate_en_guw
xx xx.en.translate_to.es translate_en_es
xx xx.en.translate_to.gem translate_en_gem
xx xx.en.translate_to.ht translate_en_ht
xx xx.zls.translate_to.en translate_zls_en
xx xx.sg.translate_to.en translate_sg_en
xx xx.en.translate_to.ty translate_en_ty
xx xx.en.translate_to.lun translate_en_lun
xx xx.guw.translate_to.en translate_guw_en
xx xx.trk.translate_to.en translate_trk_en
xx xx.mfe.translate_to.en translate_mfe_en
xx xx.en.translate_to.nl translate_en_nl
xx xx.en.translate_to.sv translate_en_sv
xx xx.ber.translate_to.en translate_ber_en
xx xx.to.translate_to.en translate_to_en
xx xx.en.translate_to.da translate_en_da
xx xx.en.translate_to.urj translate_en_urj
xx xx.inc.translate_to.en translate_inc_en
xx xx.wls.translate_to.en translate_wls_en
xx xx.pis.translate_to.en translate_pis_en
xx xx.en.translate_to.mh translate_en_mh
xx xx.en.translate_to.iso translate_en_iso
xx xx.en.translate_to.ru translate_en_ru
xx xx.swc.translate_to.en translate_swc_en
xx xx.en.translate_to.rnd translate_en_rnd
xx xx.en.translate_to.nso translate_en_nso
xx xx.en.translate_to.swc translate_en_swc
xx xx.ur.translate_to.en translate_ur_en
xx xx.en.translate_to.ro translate_en_ro
xx xx.ml.translate_to.en translate_ml_en
xx xx.grk.translate_to.en translate_grk_en
xx xx.rw.translate_to.en translate_rw_en
xx xx.tr.translate_to.en translate_tr_en
xx xx.gmq.translate_to.en translate_gmq_en
xx xx.euq.translate_to.en translate_euq_en
xx xx.en.translate_to.tdt translate_en_tdt
xx xx.eo.translate_to.en translate_eo_en
xx xx.cau.translate_to.en translate_cau_en
xx xx.en.translate_to.mk translate_en_mk
xx xx.en.translate_to.mr translate_en_mr
xx xx.af.translate_to.en translate_af_en
xx xx.run.translate_to.en translate_run_en
xx xx.en.translate_to.ng translate_en_ng
xx xx.en.translate_to.mg translate_en_mg
xx xx.en.translate_to.bnt translate_en_bnt
xx xx.en.translate_to.kj translate_en_kj
xx xx.en.translate_to.he translate_en_he
xx xx.en.translate_to.sla translate_en_sla
xx xx.en.translate_to.el translate_en_el
xx xx.ht.translate_to.en translate_ht_en
xx xx.en.translate_to.et translate_en_et
xx xx.en.translate_to.poz translate_en_poz
xx xx.roa.translate_to.en translate_roa_en
xx xx.en.translate_to.de translate_en_de
xx xx.fj.translate_to.en translate_fj_en
xx xx.en.translate_to.lua translate_en_lua
xx xx.en.translate_to.kg translate_en_kg
xx xx.en.translate_to.fiu translate_en_fiu
xx xx.gv.translate_to.en translate_gv_en
xx xx.cpp.translate_to.en translate_cpp_en
xx xx.en.translate_to.tpi translate_en_tpi
xx xx.en.translate_to.grk translate_en_grk
xx xx.en.translate_to.sal translate_en_sal
xx xx.en.translate_to.niu translate_en_niu
xx xx.en.translate_to.ca translate_en_ca
xx xx.en.translate_to.roa translate_en_roa
xx xx.sal.translate_to.en translate_sal_en
xx xx.ha.translate_to.en translate_ha_en
xx xx.sem.translate_to.en translate_sem_en
xx xx.tn.translate_to.en translate_tn_en
xx xx.gaa.translate_to.en translate_gaa_en
xx xx.en.translate_to.to translate_en_to
xx xx.en.translate_to.ee translate_en_ee
xx xx.toi.translate_to.en translate_toi_en
xx xx.lue.translate_to.en translate_lue_en
xx xx.en.translate_to.rw translate_en_rw
xx xx.st.translate_to.en translate_st_en
xx xx.dra.translate_to.en translate_dra_en
xx xx.en.translate_to.mos translate_en_mos
xx xx.eu.translate_to.en translate_eu_en
xx xx.lus.translate_to.en translate_lus_en
xx xx.sla.translate_to.en translate_sla_en
xx xx.en.translate_to.ceb translate_en_ceb
xx xx.art.translate_to.en translate_art_en
xx xx.bat.translate_to.en translate_bat_en
xx xx.az.translate_to.en translate_az_en
xx xx.en.translate_to.ine translate_en_ine
xx xx.pag.translate_to.en translate_pag_en
xx xx.yap.translate_to.en translate_yap_en
xx xx.en.translate_to.eo translate_en_eo
xx xx.en.translate_to.tvl translate_en_tvl
xx xx.kj.translate_to.en translate_kj_en
xx xx.en.translate_to.st translate_en_st
xx xx.gmw.translate_to.en translate_gmw_en
xx xx.mr.translate_to.en translate_mr_en
xx xx.es.translate_to.en translate_es_en
xx xx.en.translate_to.sg translate_en_sg
xx xx.en.translate_to.cus translate_en_cus
xx xx.en.translate_to.it translate_en_it
xx xx.ga.translate_to.en translate_ga_en
xx xx.bn.translate_to.en translate_bn_en
xx xx.en.translate_to.efi translate_en_efi
xx xx.en.translate_to.az translate_en_az
xx xx.en.translate_to.zh translate_en_zh
xx xx.en.translate_to.is translate_en_is
xx xx.zh.translate_to.en translate_zh_en
xx xx.hil.translate_to.en translate_hil_en
xx xx.en.translate_to.ar translate_en_ar
xx xx.tl.translate_to.en translate_tl_en
xx xx.en.translate_to.gil translate_en_gil
xx xx.en.translate_to.uk translate_en_uk
xx xx.en.translate_to.fr translate_en_fr

Healthcare model references

Language NLU pipeline reference Spark NLP pipeline reference
en en.stem stemmer
en en.tokenize spark_nlp_tokenizer
en en.norm norm
en en.chunk default_chunker
en en.ngram ngram
en en.embed_chunk chunk_embeddings
en en.lemma lemma_antbnc
en en.lemma.antbnc lemma_antbnc
en en.pos pos_anc
en en.pos.anc pos_anc
en en.pos.ud_ewt pos_ud_ewt
en en.ner ner_dl
en en.ner.dl ner_dl
en en.ner.dl.glove.6B_100d ner_dl
en en.ner.dl.bert ner_dl_bert
en en.ner.onto onto_100
en en.ner.onto.glove.6B_100d onto_100
en en.ner.onto.glove.840B_300d onto_300
en en.ner.onto.bert.cased_base onto_bert_base_cased
en en.ner.onto.bert.cased_large onto_bert_large_cased
en en.ner.onto.electra.uncased_large onto_electra_large_uncased
en en.ner.onto.bert.small_l2_128 onto_small_bert_L2_128
en en.ner.onto.bert.small_l4_256 onto_small_bert_L4_256
en en.ner.onto.bert.small_l4_512 onto_small_bert_L4_512
en en.ner.onto.bert.small_l8_512 onto_small_bert_L8_512
en en.ner.onto.electra.uncased_small onto_electra_small_uncased
en en.ner.onto.electra.uncased_base onto_electra_base_uncased
en en.ner.bert_base_cased ner_dl_bert_base_cased
en en.ner.ade ade_ner_100d
en en.ner.aspect_sentiment ner_aspect_based_sentiment
en en.ner.glove.100d ner_dl_sentence
en en.spell.norvig spellcheck_norvig
en en.sentiment.vivekn sentiment_vivekn
en en.dep.untyped.conllu dependency_conllu
en en.dep.untyped dependency_conllu
en en.dep dependency_typed_conllu
en en.dep.typed dependency_typed_conllu
en en.dep.typed.conllu dependency_typed_conllu
en en.stopwords stopwords_en
en en.glove glove_100d
en en.embed glove_100d
en en.embed.glove glove_100d
en en.embed.glove.100d glove_100d
en en.bert bert_base_uncased
en en.embed.bert bert_base_uncased
en en.embed.bert.base_uncased bert_base_uncased
en en.embed.bert.base_cased bert_base_cased
en en.embed.bert.large_uncased bert_large_uncased
en en.embed.bert.large_cased bert_large_cased
en biobert biobert_pubmed_base_cased
en en.embed.biobert biobert_pubmed_base_cased
en en.embed.biobert.pubmed_base_cased biobert_pubmed_base_cased
en en.embed.biobert.pubmed_large_cased biobert_pubmed_large_cased
en en.embed.biobert.pmc_base_cased biobert_pmc_base_cased
en en.embed.biobert.pubmed_pmc_base_cased biobert_pubmed_pmc_base_cased
en en.embed.biobert.clinical_base_cased biobert_clinical_base_cased
en en.embed.biobert.discharge_base_cased biobert_discharge_base_cased
en en.embed.elmo elmo
en en.embed_sentence tfhub_use
en en.embed_sentence.use tfhub_use
en en.use tfhub_use
en en.embed.use tfhub_use
en en.embed_sentence.tfhub_use tfhub_use
en en.embed_sentence.use.lg tfhub_use_lg
en en.embed_sentence.tfhub_use.lg tfhub_use_lg
en en.embed_sentence.albert albert_base_uncased
en en.albert albert_base_uncased
en en.embed.albert albert_base_uncased
en en.embed.albert.base_uncased albert_base_uncased
en en.embed.albert.large_uncased albert_large_uncased
en en.embed.albert.xlarge_uncased albert_xlarge_uncased
en en.embed.albert.xxlarge_uncased albert_xxlarge_uncased
en en.embed.xlnet xlnet_base_cased
en en.xlnet xlnet_base_cased
en en.embed.xlnet_base_cased xlnet_base_cased
en en.embed.xlnet_large_cased xlnet_large_cased
en en.classify.trec6.use classifierdl_use_trec6
en en.classify.trec50.use classifierdl_use_trec50
en en.classify.question classifierdl_use_trec50
en en.classify.questions classifierdl_use_trec50
en en.classify.spam.use classifierdl_use_spam
en en.classify.fakenews.use classifierdl_use_fakenews
en en.classify.emotion.use classifierdl_use_emotion
en en.classify.cyberbullying.use classifierdl_use_cyberbullying
en en.classify.sarcasm.use classifierdl_use_sarcasm
en en.sentiment.imdb.use sentimentdl_use_imdb
en en.sentiment.twitter.use sentimentdl_use_twitter
en en.sentiment.imdb.glove sentimentdl_glove_imdb
en en.classify.trec6 classifierdl_use_trec6
en en.classify.trec50 classifierdl_use_trec50
en en.classify.spam classifierdl_use_spam
en en.classify.fakenews classifierdl_use_fakenews
en en.classify.emotion classifierdl_use_emotion
en en.classify.cyberbullying classifierdl_use_cyberbullying
en en.classify.sarcasm classifierdl_use_sarcasm
en en.sentiment.twitter sentimentdl_use_twitter
en en.yake yake
en en.embed.electra electra_small_uncased
en en.embed.electra.small_uncased electra_small_uncased
en en.embed.electra.base_uncased electra_base_uncased
en en.embed.electra.large_uncased electra_large_uncased
en en.embed.covidbert covidbert_large_uncased
en en.embed.covidbert.large_uncased covidbert_large_uncased
en en.embed.bert.small_L2_128 small_bert_L2_128
en en.embed.bert.small_L4_128 small_bert_L4_128
en en.embed.bert.small_L6_128 small_bert_L6_128
en en.embed.bert.small_L8_128 small_bert_L8_128
en en.embed.bert.small_L10_128 small_bert_L10_128
en en.embed.bert.small_L12_128 small_bert_L12_128
en en.embed.bert.small_L2_256 small_bert_L2_256
en en.embed.bert.small_L4_256 small_bert_L4_256
en en.embed.bert.small_L6_256 small_bert_L6_256
en en.embed.bert.small_L8_256 small_bert_L8_256
en en.embed.bert.small_L10_256 small_bert_L10_256
en en.embed.bert.small_L12_256 small_bert_L12_256
en en.embed.bert.small_L2_512 small_bert_L2_512
en en.embed.bert.small_L4_512 small_bert_L4_512
en en.embed.bert.small_L6_512 small_bert_L6_512
en en.embed.bert.small_L8_512 small_bert_L8_512
en en.embed.bert.small_L10_512 small_bert_L10_512
en en.embed.bert.small_L12_512 small_bert_L12_512
en en.embed.bert.small_L2_768 small_bert_L2_768
en en.embed.bert.small_L4_768 small_bert_L4_768
en en.embed.bert.small_L6_768 small_bert_L6_768
en en.embed.bert.small_L8_768 small_bert_L8_768
en en.embed.bert.small_L10_768 small_bert_L10_768
en en.embed.bert.small_L12_768 small_bert_L12_768
en en.embed_sentence.electra sent_electra_small_uncased
en en.embed_sentence.electra_small_uncased sent_electra_small_uncased
en en.embed_sentence.electra_base_uncased sent_electra_base_uncased
en en.embed_sentence.electra_large_uncased sent_electra_large_uncased
en en.embed_sentence.bert sent_bert_base_uncased
en en.embed_sentence.bert_base_uncased sent_bert_base_uncased
en en.embed_sentence.bert_base_cased sent_bert_base_cased
en en.embed_sentence.bert_large_uncased sent_bert_large_uncased
en en.embed_sentence.bert_large_cased sent_bert_large_cased
en en.embed_sentence.biobert.pubmed_base_cased sent_biobert_pubmed_base_cased
en en.embed_sentence.biobert.pubmed_large_cased sent_biobert_pubmed_large_cased
en en.embed_sentence.biobert.pmc_base_cased sent_biobert_pmc_base_cased
en en.embed_sentence.biobert.pubmed_pmc_base_cased sent_biobert_pubmed_pmc_base_cased
en en.embed_sentence.biobert.clinical_base_cased sent_biobert_clinical_base_cased
en en.embed_sentence.biobert.discharge_base_cased sent_biobert_discharge_base_cased
en en.embed_sentence.covidbert.large_uncased sent_covidbert_large_uncased
en en.embed_sentence.small_bert_L2_128 sent_small_bert_L2_128
en en.embed_sentence.small_bert_L4_128 sent_small_bert_L4_128
en en.embed_sentence.small_bert_L6_128 sent_small_bert_L6_128
en en.embed_sentence.small_bert_L8_128 sent_small_bert_L8_128
en en.embed_sentence.small_bert_L10_128 sent_small_bert_L10_128
en en.embed_sentence.small_bert_L12_128 sent_small_bert_L12_128
en en.embed_sentence.small_bert_L2_256 sent_small_bert_L2_256
en en.embed_sentence.small_bert_L4_256 sent_small_bert_L4_256
en en.embed_sentence.small_bert_L6_256 sent_small_bert_L6_256
en en.embed_sentence.small_bert_L8_256 sent_small_bert_L8_256
en en.embed_sentence.small_bert_L10_256 sent_small_bert_L10_256
en en.embed_sentence.small_bert_L12_256 sent_small_bert_L12_256
en en.embed_sentence.small_bert_L2_512 sent_small_bert_L2_512
en en.embed_sentence.small_bert_L4_512 sent_small_bert_L4_512
en en.embed_sentence.small_bert_L6_512 sent_small_bert_L6_512
en en.embed_sentence.small_bert_L8_512 sent_small_bert_L8_512
en en.embed_sentence.small_bert_L10_512 sent_small_bert_L10_512
en en.embed_sentence.small_bert_L12_512 sent_small_bert_L12_512
en en.embed_sentence.small_bert_L2_768 sent_small_bert_L2_768
en en.embed_sentence.small_bert_L4_768 sent_small_bert_L4_768
en en.embed_sentence.small_bert_L6_768 sent_small_bert_L6_768
en en.embed_sentence.small_bert_L8_768 sent_small_bert_L8_768
en en.embed_sentence.small_bert_L10_768 sent_small_bert_L10_768
en en.embed_sentence.small_bert_L12_768 sent_small_bert_L12_768
en en.classify.toxic multiclassifierdl_use_toxic
en en.toxic multiclassifierdl_use_toxic
en en.e2e multiclassifierdl_use_e2e
en en.classify.toxic.sm multiclassifierdl_use_toxic_sm
en en.classify.e2e multiclassifierdl_use_e2e
en en.t5 google_t5_small_ssm_nq
en en.t5.small t5_small
en en.t5.base t5_base
en en.t5.summarize t5_base
en en.t5.classify.grammar_correctness t5_base
en en.t5.classify.sentiment t5_base
en en.t5.answer_question t5_base
en en.classify.questions.atis classifierdl_use_atis
en en.classify.questions.airline classifierdl_use_atis
en en.classify.intent.atis classifierdl_use_atis
en en.classify.intent.airline classifierdl_use_atis
en en.ner.atis nerdl_atis_840b_300d
en en.ner.airline nerdl_atis_840b_300d
en en.ner.aspect.airline nerdl_atis_840b_300d
en en.ner.aspect.atis nerdl_atis_840b_300d
en en.classify.snips nerdl_snips_100d
en en.ner.snips classifierdl_use_snips
de de.lemma lemma
de de.pos.ud_hdt pos_ud_hdt
de de.pos pos_ud_hdt
de de.ner wikiner_840B_300
de de.ner.wikiner wikiner_840B_300
de de.ner.wikiner.glove.840B_300 wikiner_840B_300
de de.stopwords stopwords_de
de de.ner.wikiner.glove.6B_300 wikiner_6B_300
es es.lemma lemma
es es.pos pos_ud_gsd
es es.pos.ud_gsd pos_ud_gsd
es es.ner wikiner_6B_100
es es.ner.wikiner wikiner_6B_100
es es.ner.wikiner.glove.6B_100 wikiner_6B_100
es es.ner.wikiner.glove.6B_300 wikiner_6B_300
es es.ner.wikiner.glove.840B_300 wikiner_840B_300
es es.stopwords_es stopwords_es

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