  # Google universal tag set
  cpdef enum univ_pos_t:
      NO_TAG
      ADJ
      ADP
      ADV
      AUX
      CONJ
      DET
      INTJ
      NOUN
      NUM
      PART
      PRON
      PROPN
      PUNCT
      SCONJ
      SYM
      VERB
      X
      EOL
      SPACE
      N_UNIV_TAGS
 
</s> remove # Google universal tag set
 </s> add from .symbols cimport *

 </s> remove from .attrs cimport FLAG13, FLAG14, FLAG15, FLAG16, FLAG17, FLAG18, FLAG19, FLAG20, FLAG21, FLAG22, FLAG23, FLAG24, FLAG25
 </s> add from .attrs cimport FLAG14, FLAG15, FLAG16, FLAG17, FLAG18, FLAG19, FLAG20, FLAG21, FLAG22, FLAG23, FLAG24, FLAG25
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
  # Google universal tag set
  cpdef enum univ_pos_t:
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
    NO_TAG = EMPTY_VALUE
    ADJ = POS_adj
    ADP = POS_adp
    ADV = POS_adv
    AUX = POS_aux
    CONJ = POS_conj
    DET = POS_det
    INTJ = POS_intj
    NOUN = POS_noun
    NUM = POS_num
    PART = POS_part
    PRON = POS_pron
    PROPN = POS_propn
    PUNCT = POS_punct
    SCONJ = POS_sconj
    SYM = POS_sym
    VERB = POS_verb
    X = POS_x
    EOL = POS_eol
    SPACE = POS_space
keep keep replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace
 * Refactor symbols, so that frequency rank can be derived from the orth id of a word. 
spacy/parts_of_speech.pxd