def token_label(self, token: MonadicToken, _loc: int = None):
pos = token.pos()
form = token.form().lower()
if (form, pos) not in self.__form_pos_combinations:
form = self.__UNK
if pos in self.__add_morph:
feats = map(lambda x: tuple(x.split('=')),
token.feats().split('|'))
for feat in feats:
if feat[0] in self.__add_morph[pos]:
form += '#' + feat[0] + ':' + feat[1]
return form + '-:-' + pos
def token_label(self, token: MonadicToken, _loc: int = None):
form = 'BOW__%s' % token.form()
if form in self.suffixes:
return form
for x in range(5, len(form)):
if form[x:] in self.suffixes:
return form[x:]
return 'UNKNOWN'
def token_label(self, token: MonadicToken, _loc: int = None):
word = token.form()
# adapted from discodop
if YEARRE.match(word):
return '1970'
elif NUMBERRE.match(word):
return '000'
elif word in self.lexicon:
return word
elif self.test_mode and word.lower() in self.lexicon:
return word.lower()
else:
sig = unknownword4(word, _loc, self.lexicon)
if sig in self.sigs:
return sig
else:
return UNK
def token_label(self, token: MonadicToken, _loc: int = None):
pos = token.pos()
form = token.form().lower()
if (form, pos) in self.__form_pos_combinations:
form = self.__UNK
return form + '-:-' + pos
def token_label(self, token: MonadicToken, _loc: int = None):
form = token.form().lower()
if self.__terminal_counts.get(form, 0) < self.__threshold:
form = self.__UNK
return form
def token_label(self, token: MonadicToken, _loc: int = None):
return token.pos()