DKPro Core™ Language Reference

Overview

af

Table 1. Components for af
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ak

Table 2. Components for ak
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

am

Table 3. Components for am
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

any

Table 4. Components for any
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier	LangDetectLanguageIdentifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ar

Table 5. Components for ar
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	BerkeleyParser StanfordParser
Part-of-speech tagger	StanfordPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

as

Table 6. Components for as
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

az

Table 7. Components for az
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

be

Table 8. Components for be
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

bg

Table 9. Components for bg
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	BerkeleyParser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

bm

Table 10. Components for bm
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

bn

Table 11. Components for bn
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	MaltParser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

bo

Table 12. Components for bo
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

br

Table 13. Components for br
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

bs

Table 14. Components for bs
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ca

Table 15. Components for ca
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ce

Table 16. Components for ce
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

cs

Table 17. Components for cs
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	HunPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

cy

Table 18. Components for cy
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

cz

Table 19. Components for cz
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer	RfTagger
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

da

Table 20. Components for da
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	HunPosTagger OpenNlpPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

de

Table 21. Components for de
Role	Components
Checker	LanguageToolChecker
Chunker	TreeTaggerChunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer LanguageToolLemmatizer MateLemmatizer
Morphological analyzer	MateMorphTagger RfTagger SfstAnnotator
Named Entity Recognizer	OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer
Parser	BerkeleyParser CoreNlpDependencyParser MateParser StanfordParser
Part-of-speech tagger	FlexTagPosTagger HunPosTagger IxaPosTagger MatePosTagger OpenNlpPosTagger StanfordPosTagger TreeTaggerPosTagger
Phonetic Transcriptor	ColognePhoneticTranscriptor
Segmenter	BreakIteratorSegmenter GermanSeparatedParticleAnnotator IcuSegmenter JTokSegmenter LanguageToolSegmenter OpenNlpSegmenter
Semantic role labeler	MateSemanticRoleLabeler
Stemmer	CisStemmer SnowballStemmer
Topic Model
Transformer	SharpSNormalizer UmlautNormalizer
Other

dz

Table 22. Components for dz
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ee

Table 23. Components for ee
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

el

Table 24. Components for el
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

en

Table 25. Components for en
Role	Components
Checker	LanguageToolChecker
Chunker	OpenNlpChunker TreeTaggerChunker
Coreference resolver	StanfordCoreferenceResolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	ClearNlpLemmatizer GateLemmatizer IxaLemmatizer LanguageToolLemmatizer MateLemmatizer MorphaLemmatizer StanfordLemmatizer
Morphological analyzer
Named Entity Recognizer	LingPipeNamedEntityRecognizer Nlp4JNamedEntityRecognizer OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer
Parser	BerkeleyParser ClearNlpParser CoreNlpDependencyParser MaltParser MateParser MstParser OpenNlpParser StanfordParser UDPipeParser
Part-of-speech tagger	ArktweetPosTagger ClearNlpPosTagger FlexTagPosTagger HepplePosTagger HunPosTagger IxaPosTagger LingPipePosTagger MatePosTagger Nlp4JPosTagger OpenNlpPosTagger StanfordPosTagger TreeTaggerPosTagger UDPipePosTagger
Phonetic Transcriptor	SoundexPhoneticTranscriptor
Segmenter	BreakIteratorSegmenter ClearNlpSegmenter IcuSegmenter JTokSegmenter LanguageToolSegmenter OpenNlpSegmenter StanfordSegmenter UDPipeSegmenter
Semantic role labeler	ClearNlpSemanticRoleLabeler MateSemanticRoleLabeler
Stemmer	LancasterStemmer SmileLancasterStemmer SnowballStemmer
Topic Model
Transformer
Other

eo

Table 26. Components for eo
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

es

Table 27. Components for es
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer LanguageToolLemmatizer MateLemmatizer
Morphological analyzer	MateMorphTagger
Named Entity Recognizer	OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer
Parser	MaltParser MateParser OpenNlpParser StanfordParser
Part-of-speech tagger	IxaPosTagger MatePosTagger OpenNlpPosTagger StanfordPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter StanfordSegmenter
Semantic role labeler	MateSemanticRoleLabeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

et

Table 28. Components for et
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

eu

Table 29. Components for eu
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	IxaPosTagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

fa

Table 30. Components for fa
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	MaltParser MateParser
Part-of-speech tagger	HunPosTagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ff

Table 31. Components for ff
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

fi

Table 32. Components for fi
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

fo

Table 33. Components for fo
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

fr

Table 34. Components for fr
Role	Components
Checker	LanguageToolChecker
Chunker	TreeTaggerChunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer LanguageToolLemmatizer MateLemmatizer
Morphological analyzer	MateMorphTagger
Named Entity Recognizer	StanfordNamedEntityRecognizer
Parser	BerkeleyParser CoreNlpDependencyParser MaltParser MateParser StanfordParser
Part-of-speech tagger	IxaPosTagger MatePosTagger StanfordPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter StanfordSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

fy

Table 35. Components for fy
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ga

Table 36. Components for ga
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

gd

Table 37. Components for gd
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

gl

Table 38. Components for gl
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	IxaPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

gmh

Table 39. Components for gmh
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

gu

Table 40. Components for gu
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

gv

Table 41. Components for gv
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ha

Table 42. Components for ha
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

hi

Table 43. Components for hi
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

hr

Table 44. Components for hr
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	MstParser
Part-of-speech tagger	HunPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

hu

Table 45. Components for hu
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer	RfTagger
Named Entity Recognizer
Parser
Part-of-speech tagger	HunPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

hy

Table 46. Components for hy
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ig

Table 47. Components for ig
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ii

Table 48. Components for ii
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

is

Table 49. Components for is
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

it

Table 50. Components for it
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer LanguageToolLemmatizer
Morphological analyzer	SfstAnnotator
Named Entity Recognizer	StanfordNamedEntityRecognizer
Parser
Part-of-speech tagger	IxaPosTagger OpenNlpPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter JTokSegmenter LanguageToolSegmenter OpenNlpSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

ja

Table 51. Components for ja
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	MeCabTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter GosenSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

jp

Table 52. Components for jp
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	MeCabTagger
Phonetic Transcriptor
Segmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ka

Table 53. Components for ka
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ki

Table 54. Components for ki
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

kk

Table 55. Components for kk
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

kl

Table 56. Components for kl
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

km

Table 57. Components for km
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

kn

Table 58. Components for kn
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ko

Table 59. Components for ko
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ks

Table 60. Components for ks
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

kw

Table 61. Components for kw
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ky

Table 62. Components for ky
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

la

Table 63. Components for la
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

lb

Table 64. Components for lb
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

lg

Table 65. Components for lg
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ln

Table 66. Components for ln
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

lo

Table 67. Components for lo
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

lt

Table 68. Components for lt
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

lu

Table 69. Components for lu
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

lv

Table 70. Components for lv
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

mg

Table 71. Components for mg
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

mk

Table 72. Components for mk
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ml

Table 73. Components for ml
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

mn

Table 74. Components for mn
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

mr

Table 75. Components for mr
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ms

Table 76. Components for ms
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

mt

Table 77. Components for mt
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

my

Table 78. Components for my
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

nb

Table 79. Components for nb
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter OpenNlpSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

nd

Table 80. Components for nd
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ne

Table 81. Components for ne
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

nl

Table 82. Components for nl
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	IxaLemmatizer LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer	OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer
Parser
Part-of-speech tagger	IxaPosTagger OpenNlpPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

nn

Table 83. Components for nn
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

no

Table 84. Components for no
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	UDPipeParser
Part-of-speech tagger	UDPipePosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter UDPipeSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

om

Table 85. Components for om
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

or

Table 86. Components for or
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

os

Table 87. Components for os
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

pa

Table 88. Components for pa
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

pl

Table 89. Components for pl
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	MaltParser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ps

Table 90. Components for ps
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

pt

Table 91. Components for pt
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	HunPosTagger OpenNlpPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

qu

Table 92. Components for qu
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

rm

Table 93. Components for rm
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

rn

Table 94. Components for rn
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ro

Table 95. Components for ro
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

ru

Table 96. Components for ru
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer	RfTagger
Named Entity Recognizer	StanfordNamedEntityRecognizer
Parser
Part-of-speech tagger	HunPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer	MyStemStemmer SnowballStemmer
Topic Model
Transformer
Other

rw

Table 97. Components for rw
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

se

Table 98. Components for se
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sg

Table 99. Components for sg
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

si

Table 100. Components for si
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sk

Table 101. Components for sk
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer	RfTagger
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sl

Table 102. Components for sl
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer	RfTagger
Named Entity Recognizer
Parser
Part-of-speech tagger	HunPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sn

Table 103. Components for sn
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

so

Table 104. Components for so
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sq

Table 105. Components for sq
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sr

Table 106. Components for sr
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

sv

Table 107. Components for sv
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	MaltParser
Part-of-speech tagger	HunPosTagger OpenNlpPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

sw

Table 108. Components for sw
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger	TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ta

Table 109. Components for ta
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

te

Table 110. Components for te
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

tg

Table 111. Components for tg
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

th

Table 112. Components for th
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ti

Table 113. Components for ti
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

tl

Table 114. Components for tl
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

to

Table 115. Components for to
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

tr

Table 116. Components for tr
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer	SfstAnnotator
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer	SnowballStemmer
Topic Model
Transformer
Other

tt

Table 117. Components for tt
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ug

Table 118. Components for ug
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

uk

Table 119. Components for uk
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

ur

Table 120. Components for ur
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

uz

Table 121. Components for uz
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

vi

Table 122. Components for vi
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

wo

Table 123. Components for wo
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

yo

Table 124. Components for yo
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

zh

Table 125. Components for zh
Role	Components
Checker	LanguageToolChecker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer	LanguageToolLemmatizer
Morphological analyzer
Named Entity Recognizer
Parser	BerkeleyParser CoreNlpDependencyParser MateParser StanfordParser
Part-of-speech tagger	MatePosTagger StanfordPosTagger TreeTaggerPosTagger
Phonetic Transcriptor
Segmenter	BreakIteratorSegmenter IcuSegmenter JiebaSegmenter LanguageToolSegmenter
Semantic role labeler	MateSemanticRoleLabeler
Stemmer
Topic Model
Transformer	CjfNormalizer
Other

zu

Table 126. Components for zu
Role	Components
Checker
Chunker
Coreference resolver
Embeddings
Gazeteer
Language Identifier
Lemmatizer
Morphological analyzer
Named Entity Recognizer
Parser
Part-of-speech tagger
Phonetic Transcriptor
Segmenter	IcuSegmenter
Semantic role labeler
Stemmer
Topic Model
Transformer
Other

Appendix

Table 127. Components by language
Language	Checker	Chunker	Coreference resolver	Language Identifier	Lemmatizer	Morphological analyzer	Named Entity Recognizer	Parser	Part-of-speech tagger	Phonetic Transcriptor	Segmenter	Semantic role labeler	Stemmer	Transformer
af											IcuSegmenter
ak											IcuSegmenter
am											IcuSegmenter
any				LangDetectLanguageIdentifier
ar								BerkeleyParser StanfordParser	StanfordPosTagger		BreakIteratorSegmenter IcuSegmenter
as											IcuSegmenter
az											IcuSegmenter
be	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
bg								BerkeleyParser	TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter
bm											IcuSegmenter
bn								MaltParser			IcuSegmenter
bo											IcuSegmenter
br	LanguageToolChecker				LanguageToolLemmatizer						IcuSegmenter LanguageToolSegmenter
bs											IcuSegmenter
ca	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
ce											IcuSegmenter
cs									HunPosTagger		BreakIteratorSegmenter IcuSegmenter
cy											IcuSegmenter
cz						RfTagger
da	LanguageToolChecker				LanguageToolLemmatizer				HunPosTagger OpenNlpPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter		SnowballStemmer
de	LanguageToolChecker	TreeTaggerChunker			IxaLemmatizer LanguageToolLemmatizer MateLemmatizer	MateMorphTagger RfTagger SfstAnnotator	OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer	BerkeleyParser CoreNlpDependencyParser MateParser StanfordParser	FlexTagPosTagger HunPosTagger IxaPosTagger MatePosTagger OpenNlpPosTagger StanfordPosTagger TreeTaggerPosTagger	ColognePhoneticTranscriptor	BreakIteratorSegmenter GermanSeparatedParticleAnnotator IcuSegmenter JTokSegmenter LanguageToolSegmenter OpenNlpSegmenter	MateSemanticRoleLabeler	CisStemmer SnowballStemmer	SharpSNormalizer UmlautNormalizer
dz											IcuSegmenter
ee											IcuSegmenter
el	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
en	LanguageToolChecker	OpenNlpChunker TreeTaggerChunker	StanfordCoreferenceResolver		ClearNlpLemmatizer GateLemmatizer IxaLemmatizer LanguageToolLemmatizer MateLemmatizer MorphaLemmatizer StanfordLemmatizer		LingPipeNamedEntityRecognizer Nlp4JNamedEntityRecognizer OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer	BerkeleyParser ClearNlpParser CoreNlpDependencyParser MaltParser MateParser MstParser OpenNlpParser StanfordParser UDPipeParser	ArktweetPosTagger ClearNlpPosTagger FlexTagPosTagger HepplePosTagger HunPosTagger IxaPosTagger LingPipePosTagger MatePosTagger Nlp4JPosTagger OpenNlpPosTagger StanfordPosTagger TreeTaggerPosTagger UDPipePosTagger	SoundexPhoneticTranscriptor	BreakIteratorSegmenter ClearNlpSegmenter IcuSegmenter JTokSegmenter LanguageToolSegmenter OpenNlpSegmenter StanfordSegmenter UDPipeSegmenter	ClearNlpSemanticRoleLabeler MateSemanticRoleLabeler	LancasterStemmer SmileLancasterStemmer SnowballStemmer
eo	LanguageToolChecker				LanguageToolLemmatizer						IcuSegmenter LanguageToolSegmenter
es	LanguageToolChecker				IxaLemmatizer LanguageToolLemmatizer MateLemmatizer	MateMorphTagger	OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer	MaltParser MateParser OpenNlpParser StanfordParser	IxaPosTagger MatePosTagger OpenNlpPosTagger StanfordPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter StanfordSegmenter	MateSemanticRoleLabeler	SnowballStemmer
et									TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter
eu					IxaLemmatizer				IxaPosTagger		IcuSegmenter
fa	LanguageToolChecker				LanguageToolLemmatizer			MaltParser MateParser	HunPosTagger		IcuSegmenter LanguageToolSegmenter
ff											IcuSegmenter
fi									TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter		SnowballStemmer
fo											IcuSegmenter
fr	LanguageToolChecker	TreeTaggerChunker			IxaLemmatizer LanguageToolLemmatizer MateLemmatizer	MateMorphTagger	StanfordNamedEntityRecognizer	BerkeleyParser CoreNlpDependencyParser MaltParser MateParser StanfordParser	IxaPosTagger MatePosTagger StanfordPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter StanfordSegmenter		SnowballStemmer
fy											IcuSegmenter
ga											BreakIteratorSegmenter IcuSegmenter
gd											IcuSegmenter
gl	LanguageToolChecker				IxaLemmatizer LanguageToolLemmatizer				IxaPosTagger TreeTaggerPosTagger		IcuSegmenter LanguageToolSegmenter
gmh									TreeTaggerPosTagger
gu											IcuSegmenter
gv											IcuSegmenter
ha											IcuSegmenter
hi											BreakIteratorSegmenter IcuSegmenter
hr								MstParser	HunPosTagger		BreakIteratorSegmenter IcuSegmenter
hu						RfTagger			HunPosTagger		BreakIteratorSegmenter IcuSegmenter		SnowballStemmer
hy											IcuSegmenter
ig											IcuSegmenter
ii											IcuSegmenter
is	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
it	LanguageToolChecker				IxaLemmatizer LanguageToolLemmatizer	SfstAnnotator	StanfordNamedEntityRecognizer		IxaPosTagger OpenNlpPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter JTokSegmenter LanguageToolSegmenter OpenNlpSegmenter		SnowballStemmer
ja	LanguageToolChecker				LanguageToolLemmatizer				MeCabTagger		BreakIteratorSegmenter GosenSegmenter IcuSegmenter LanguageToolSegmenter
jp									MeCabTagger
ka											IcuSegmenter
ki											IcuSegmenter
kk											IcuSegmenter
kl											IcuSegmenter
km	LanguageToolChecker				LanguageToolLemmatizer						IcuSegmenter LanguageToolSegmenter
kn											IcuSegmenter
ko											BreakIteratorSegmenter IcuSegmenter
ks											IcuSegmenter
kw											IcuSegmenter
ky											IcuSegmenter
la									TreeTaggerPosTagger
lb											IcuSegmenter
lg											IcuSegmenter
ln											IcuSegmenter
lo											IcuSegmenter
lt	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
lu											IcuSegmenter
lv											BreakIteratorSegmenter IcuSegmenter
mg											IcuSegmenter
mk											BreakIteratorSegmenter IcuSegmenter
ml	LanguageToolChecker				LanguageToolLemmatizer						IcuSegmenter LanguageToolSegmenter
mn									TreeTaggerPosTagger		IcuSegmenter
mr											IcuSegmenter
ms											BreakIteratorSegmenter IcuSegmenter
mt											BreakIteratorSegmenter IcuSegmenter
my											IcuSegmenter
nb											IcuSegmenter OpenNlpSegmenter
nd											IcuSegmenter
ne											IcuSegmenter
nl	LanguageToolChecker				IxaLemmatizer LanguageToolLemmatizer		OpenNlpNamedEntityRecognizer StanfordNamedEntityRecognizer		IxaPosTagger OpenNlpPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter		SnowballStemmer
nn											IcuSegmenter
no								UDPipeParser	UDPipePosTagger		BreakIteratorSegmenter UDPipeSegmenter		SnowballStemmer
om											IcuSegmenter
or											IcuSegmenter
os											IcuSegmenter
pa											IcuSegmenter
pl	LanguageToolChecker				LanguageToolLemmatizer			MaltParser	TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
ps											IcuSegmenter
pt	LanguageToolChecker				LanguageToolLemmatizer				HunPosTagger OpenNlpPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter		SnowballStemmer
qu											IcuSegmenter
rm											IcuSegmenter
rn											IcuSegmenter
ro	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter		SnowballStemmer
ru	LanguageToolChecker				LanguageToolLemmatizer	RfTagger	StanfordNamedEntityRecognizer		HunPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter		MyStemStemmer SnowballStemmer
rw											IcuSegmenter
se											IcuSegmenter
sg											IcuSegmenter
si											IcuSegmenter
sk	LanguageToolChecker				LanguageToolLemmatizer	RfTagger			TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
sl	LanguageToolChecker				LanguageToolLemmatizer	RfTagger			HunPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
sn											IcuSegmenter
so											IcuSegmenter
sq											BreakIteratorSegmenter IcuSegmenter
sr											BreakIteratorSegmenter IcuSegmenter
sv	LanguageToolChecker				LanguageToolLemmatizer			MaltParser	HunPosTagger OpenNlpPosTagger		BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter OpenNlpSegmenter		SnowballStemmer
sw									TreeTaggerPosTagger		IcuSegmenter
ta	LanguageToolChecker				LanguageToolLemmatizer						IcuSegmenter LanguageToolSegmenter
te											IcuSegmenter
tg											IcuSegmenter
th											BreakIteratorSegmenter IcuSegmenter
ti											IcuSegmenter
tl	LanguageToolChecker				LanguageToolLemmatizer						LanguageToolSegmenter
to											IcuSegmenter
tr						SfstAnnotator					BreakIteratorSegmenter IcuSegmenter		SnowballStemmer
tt											IcuSegmenter
ug											IcuSegmenter
uk	LanguageToolChecker				LanguageToolLemmatizer						BreakIteratorSegmenter IcuSegmenter LanguageToolSegmenter
ur											IcuSegmenter
uz											IcuSegmenter
vi											BreakIteratorSegmenter IcuSegmenter
wo											IcuSegmenter
yo											IcuSegmenter
zh	LanguageToolChecker				LanguageToolLemmatizer			BerkeleyParser CoreNlpDependencyParser MateParser StanfordParser	MatePosTagger StanfordPosTagger TreeTaggerPosTagger		BreakIteratorSegmenter IcuSegmenter JiebaSegmenter LanguageToolSegmenter	MateSemanticRoleLabeler		CjfNormalizer
zu											IcuSegmenter