mirror of
https://github.com/explosion/spaCy.git
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757 lines
16 KiB
Python
757 lines
16 KiB
Python
# encoding: utf8
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from __future__ import unicode_literals
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from ..symbols import *
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from ..language_data import PRON_LEMMA
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EXC = {}
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EXCLUDE_EXC = ["Ill", "ill", "Its", "its", "Hell", "hell", "Shell", "shell", "Shed", "shed", "were", "Were", "Well", "well", "Whore", "whore"]
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# Pronouns
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for pron in ["i"]:
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for orth in [pron, pron.title()]:
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EXC[orth + "'m"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'m", LEMMA: "be", TAG: "VBP", "tenspect": 1, "number": 1}
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]
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EXC[orth + "m"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "m", LEMMA: "be", TAG: "VBP", "tenspect": 1, "number": 1 }
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]
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EXC[orth + "'ma"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'m", LEMMA: "be", NORM: "am"},
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{ORTH: "a", LEMMA: "going to", NORM: "gonna"}
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]
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EXC[orth + "ma"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "m", LEMMA: "be", NORM: "am"},
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{ORTH: "a", LEMMA: "going to", NORM: "gonna"}
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]
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for pron in ["i", "you", "he", "she", "it", "we", "they"]:
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for orth in [pron, pron.title()]:
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EXC[orth + "'ll"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'ll", LEMMA: "will", TAG: "MD"}
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]
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EXC[orth + "ll"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "ll", LEMMA: "will", TAG: "MD"}
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]
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EXC[orth + "'ll've"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'ll", LEMMA: "will", TAG: "MD"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "llve"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "ll", LEMMA: "will", TAG: "MD"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "'d"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'d", LEMMA: "would", TAG: "MD"}
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]
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EXC[orth + "d"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "d", LEMMA: "would", TAG: "MD"}
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]
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EXC[orth + "'d've"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'d", LEMMA: "would", TAG: "MD"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "dve"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "d", LEMMA: "would", TAG: "MD"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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for pron in ["i", "you", "we", "they"]:
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for orth in [pron, pron.title()]:
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EXC[orth + "'ve"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "ve"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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for pron in ["you", "we", "they"]:
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for orth in [pron, pron.title()]:
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EXC[orth + "'re"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'re", LEMMA: "be", NORM: "are"}
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]
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EXC[orth + "re"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "re", LEMMA: "be", NORM: "are"}
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]
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for pron in ["he", "she", "it"]:
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for orth in [pron, pron.title()]:
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EXC[orth + "'s"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "'s"}
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]
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EXC[orth + "s"] = [
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{ORTH: orth, LEMMA: PRON_LEMMA, TAG: "PRP"},
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{ORTH: "s"}
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]
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# W-words, relative pronouns, prepositions etc.
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for word in ["who", "what", "when", "where", "why", "how", "there", "that"]:
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for orth in [word, word.title()]:
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EXC[orth + "'s"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'s"}
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]
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EXC[orth + "s"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "s"}
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]
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EXC[orth + "'ll"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'ll", LEMMA: "will", TAG: "MD"}
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]
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EXC[orth + "ll"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "ll", LEMMA: "will", TAG: "MD"}
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]
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EXC[orth + "'ll've"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'ll", LEMMA: "will", TAG: "MD"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "llve"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "ll", LEMMA: "will", TAG: "MD"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "'re"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'re", LEMMA: "be", NORM: "are"}
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]
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EXC[orth + "re"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "re", LEMMA: "be", NORM: "are"}
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]
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EXC[orth + "'ve"] = [
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{ORTH: orth},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "ve"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "'d"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'d"}
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]
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EXC[orth + "d"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "d"}
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]
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EXC[orth + "'d've"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "'d", LEMMA: "would", TAG: "MD"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[orth + "dve"] = [
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{ORTH: orth, LEMMA: word},
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{ORTH: "d", LEMMA: "would", TAG: "MD"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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# Verbs
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for verb_data in [
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{ORTH: "ca", LEMMA: "can", TAG: "MD"},
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{ORTH: "could", TAG: "MD"},
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{ORTH: "do", LEMMA: "do"},
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{ORTH: "does", LEMMA: "do"},
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{ORTH: "did", LEMMA: "do", TAG: "VBD"},
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{ORTH: "had", LEMMA: "have", TAG: "VBD"},
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{ORTH: "may"},
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{ORTH: "might"},
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{ORTH: "must"},
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{ORTH: "need"},
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{ORTH: "ought"},
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{ORTH: "sha", LEMMA: "shall"},
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{ORTH: "should"},
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{ORTH: "wo", LEMMA: "will"},
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{ORTH: "would"}
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]:
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verb_data_tc = dict(verb_data)
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verb_data_tc[ORTH] = verb_data_tc[ORTH].title()
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for data in [verb_data, verb_data_tc]:
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EXC[data[ORTH] + "n't"] = [
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dict(data),
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{ORTH: "n't", LEMMA: "not", TAG: "RB"}
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]
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EXC[data[ORTH] + "nt"] = [
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dict(data),
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{ORTH: "nt", LEMMA: "not", TAG: "RB"}
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]
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EXC[data[ORTH] + "n't've"] = [
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dict(data),
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{ORTH: "n't", LEMMA: "not", TAG: "RB"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[data[ORTH] + "ntve"] = [
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dict(data),
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{ORTH: "nt", LEMMA: "not", TAG: "RB"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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for verb_data in [
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{ORTH: "could", TAG: "MD"},
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{ORTH: "might"},
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{ORTH: "must"},
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{ORTH: "should"}
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]:
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verb_data_tc = dict(verb_data)
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verb_data_tc[ORTH] = verb_data_tc[ORTH].title()
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for data in [verb_data, verb_data_tc]:
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EXC[data[ORTH] + "'ve"] = [
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dict(data),
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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]
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EXC[data[ORTH] + "ve"] = [
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dict(data),
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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]
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for verb_data in [
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{ORTH: "ai", TAG: "VBP", "number": 2, LEMMA: "be"},
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{ORTH: "are", LEMMA: "be", TAG: "VBP", "number": 2},
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{ORTH: "is", LEMMA: "be", TAG: "VBZ"},
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{ORTH: "was", LEMMA: "be"},
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{ORTH: "were", LEMMA: "be"}
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]:
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verb_data_tc = dict(verb_data)
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verb_data_tc[ORTH] = verb_data_tc[ORTH].title()
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for data in [verb_data, verb_data_tc]:
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EXC[data[ORTH] + "n't"] = [
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dict(data),
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{ORTH: "n't", LEMMA: "not", TAG: "RB"}
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]
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EXC[data[ORTH] + "nt"] = [
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dict(data),
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{ORTH: "nt", LEMMA: "not", TAG: "RB"}
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]
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# Other contractions with trailing apostrophe
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for exc_data in [
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{ORTH: "doin", LEMMA: "do", NORM: "doing"},
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{ORTH: "goin", LEMMA: "go", NORM: "going"},
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{ORTH: "nothin", LEMMA: "nothing"},
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{ORTH: "nuthin", LEMMA: "nothing"},
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{ORTH: "ol", LEMMA: "old"},
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{ORTH: "somethin", LEMMA: "something"}
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]:
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exc_data_tc = dict(exc_data)
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exc_data_tc[ORTH] = exc_data_tc[ORTH].title()
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for data in [exc_data, exc_data_tc]:
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data_apos = dict(data)
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data_apos[ORTH] = data_apos[ORTH] + "'"
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EXC[data[ORTH]] = [
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dict(data)
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]
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EXC[data_apos[ORTH]] = [
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dict(data_apos)
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]
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# Other contractions with leading apostrophe
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for exc_data in [
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{ORTH: "cause", LEMMA: "because"},
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{ORTH: "em", LEMMA: PRON_LEMMA, NORM: "them"},
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{ORTH: "ll", LEMMA: "will"},
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{ORTH: "nuff", LEMMA: "enough"}
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]:
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exc_data_apos = dict(exc_data)
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exc_data_apos[ORTH] = "'" + exc_data_apos[ORTH]
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for data in [exc_data, exc_data_apos]:
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EXC[data[ORTH]] = [
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dict(data)
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]
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# Rest
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OTHER = {
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" ": [
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{ORTH: " ", TAG: "SP"}
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],
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"\u00a0": [
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{ORTH: "\u00a0", TAG: "SP", LEMMA: " "}
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],
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"'S": [
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{ORTH: "'S", LEMMA: "'s"}
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],
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"'s": [
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{ORTH: "'s", LEMMA: "'s"}
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],
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"'re": [
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{ORTH: "'re", LEMMA: "be", NORM: "are"}
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],
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"\u2018S": [
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{ORTH: "\u2018S", LEMMA: "'s"}
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],
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"\u2018s": [
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{ORTH: "\u2018s", LEMMA: "'s"}
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],
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"and/or": [
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{ORTH: "and/or", LEMMA: "and/or", TAG: "CC"}
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],
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"'Cause": [
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{ORTH: "'Cause", LEMMA: "because"}
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],
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"y'all": [
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{ORTH: "y'", LEMMA: PRON_LEMMA, NORM: "you"},
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{ORTH: "all"}
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],
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"yall": [
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{ORTH: "y", LEMMA: PRON_LEMMA, NORM: "you"},
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{ORTH: "all"}
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],
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"ma'am": [
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{ORTH: "ma'am", LEMMA: "madam"}
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],
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"Ma'am": [
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{ORTH: "Ma'am", LEMMA: "madam"}
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],
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"o'clock": [
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{ORTH: "o'clock", LEMMA: "o'clock"}
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],
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"O'clock": [
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{ORTH: "O'clock", LEMMA: "o'clock"}
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],
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"how'd'y": [
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{ORTH: "how", LEMMA: "how"},
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{ORTH: "'d", LEMMA: "do"},
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{ORTH: "'y", LEMMA: PRON_LEMMA, NORM: "you"}
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],
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"How'd'y": [
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{ORTH: "How", LEMMA: "how"},
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{ORTH: "'d", LEMMA: "do"},
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{ORTH: "'y", LEMMA: PRON_LEMMA, NORM: "you"}
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],
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"not've": [
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{ORTH: "not", LEMMA: "not", TAG: "RB"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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],
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"notve": [
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{ORTH: "not", LEMMA: "not", TAG: "RB"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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],
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"Not've": [
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{ORTH: "Not", LEMMA: "not", TAG: "RB"},
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{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
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],
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"Notve": [
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{ORTH: "Not", LEMMA: "not", TAG: "RB"},
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{ORTH: "ve", LEMMA: "have", TAG: "VB"}
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],
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"cannot": [
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{ORTH: "can", LEMMA: "can", TAG: "MD"},
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{ORTH: "not", LEMMA: "not", TAG: "RB"}
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],
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"Cannot": [
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{ORTH: "Can", LEMMA: "can", TAG: "MD"},
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{ORTH: "not", LEMMA: "not", TAG: "RB"}
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],
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"gonna": [
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{ORTH: "gon", LEMMA: "go", NORM: "going"},
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{ORTH: "na", LEMMA: "to"}
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],
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"Gonna": [
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{ORTH: "Gon", LEMMA: "go", NORM: "going"},
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{ORTH: "na", LEMMA: "to"}
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],
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"gotta": [
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{ORTH: "got"},
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{ORTH: "ta", LEMMA: "to"}
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],
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"Gotta": [
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{ORTH: "Got"},
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{ORTH: "ta", LEMMA: "to"}
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],
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"let's": [
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{ORTH: "let"},
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{ORTH: "'s", LEMMA: PRON_LEMMA, NORM: "us"}
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],
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"Let's": [
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{ORTH: "Let", LEMMA: "let"},
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{ORTH: "'s", LEMMA: PRON_LEMMA, NORM: "us"}
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],
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"\u2014": [
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{ORTH: "\u2014", TAG: ":", LEMMA: "--"}
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],
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"\n": [
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{ORTH: "\n", TAG: "SP"}
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],
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"\t": [
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{ORTH: "\t", TAG: "SP"}
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]
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}
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# Abbreviations
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ABBREVIATIONS = {
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"Mt.": [
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{ORTH: "Mt.", LEMMA: "Mount"}
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],
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"Ak.": [
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{ORTH: "Ak.", LEMMA: "Alaska"}
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],
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"Ala.": [
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{ORTH: "Ala.", LEMMA: "Alabama"}
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],
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"Apr.": [
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{ORTH: "Apr.", LEMMA: "April"}
|
|
],
|
|
|
|
"Ariz.": [
|
|
{ORTH: "Ariz.", LEMMA: "Arizona"}
|
|
],
|
|
|
|
"Ark.": [
|
|
{ORTH: "Ark.", LEMMA: "Arkansas"}
|
|
],
|
|
|
|
"Aug.": [
|
|
{ORTH: "Aug.", LEMMA: "August"}
|
|
],
|
|
|
|
"Calif.": [
|
|
{ORTH: "Calif.", LEMMA: "California"}
|
|
],
|
|
|
|
"Colo.": [
|
|
{ORTH: "Colo.", LEMMA: "Colorado"}
|
|
],
|
|
|
|
"Conn.": [
|
|
{ORTH: "Conn.", LEMMA: "Connecticut"}
|
|
],
|
|
|
|
"Dec.": [
|
|
{ORTH: "Dec.", LEMMA: "December"}
|
|
],
|
|
|
|
"Del.": [
|
|
{ORTH: "Del.", LEMMA: "Delaware"}
|
|
],
|
|
|
|
"Feb.": [
|
|
{ORTH: "Feb.", LEMMA: "February"}
|
|
],
|
|
|
|
"Fla.": [
|
|
{ORTH: "Fla.", LEMMA: "Florida"}
|
|
],
|
|
|
|
"Ga.": [
|
|
{ORTH: "Ga.", LEMMA: "Georgia"}
|
|
],
|
|
|
|
"Ia.": [
|
|
{ORTH: "Ia.", LEMMA: "Iowa"}
|
|
],
|
|
|
|
"Id.": [
|
|
{ORTH: "Id.", LEMMA: "Idaho"}
|
|
],
|
|
|
|
"Ill.": [
|
|
{ORTH: "Ill.", LEMMA: "Illinois"}
|
|
],
|
|
|
|
"Ind.": [
|
|
{ORTH: "Ind.", LEMMA: "Indiana"}
|
|
],
|
|
|
|
"Jan.": [
|
|
{ORTH: "Jan.", LEMMA: "January"}
|
|
],
|
|
|
|
"Jul.": [
|
|
{ORTH: "Jul.", LEMMA: "July"}
|
|
],
|
|
|
|
"Jun.": [
|
|
{ORTH: "Jun.", LEMMA: "June"}
|
|
],
|
|
|
|
"Kan.": [
|
|
{ORTH: "Kan.", LEMMA: "Kansas"}
|
|
],
|
|
|
|
"Kans.": [
|
|
{ORTH: "Kans.", LEMMA: "Kansas"}
|
|
],
|
|
|
|
"Ky.": [
|
|
{ORTH: "Ky.", LEMMA: "Kentucky"}
|
|
],
|
|
|
|
"La.": [
|
|
{ORTH: "La.", LEMMA: "Louisiana"}
|
|
],
|
|
|
|
"Mar.": [
|
|
{ORTH: "Mar.", LEMMA: "March"}
|
|
],
|
|
|
|
"Mass.": [
|
|
{ORTH: "Mass.", LEMMA: "Massachusetts"}
|
|
],
|
|
|
|
"May.": [
|
|
{ORTH: "May.", LEMMA: "May"}
|
|
],
|
|
|
|
"Mich.": [
|
|
{ORTH: "Mich.", LEMMA: "Michigan"}
|
|
],
|
|
|
|
"Minn.": [
|
|
{ORTH: "Minn.", LEMMA: "Minnesota"}
|
|
],
|
|
|
|
"Miss.": [
|
|
{ORTH: "Miss.", LEMMA: "Mississippi"}
|
|
],
|
|
|
|
"N.C.": [
|
|
{ORTH: "N.C.", LEMMA: "North Carolina"}
|
|
],
|
|
|
|
"N.D.": [
|
|
{ORTH: "N.D.", LEMMA: "North Dakota"}
|
|
],
|
|
|
|
"N.H.": [
|
|
{ORTH: "N.H.", LEMMA: "New Hampshire"}
|
|
],
|
|
|
|
"N.J.": [
|
|
{ORTH: "N.J.", LEMMA: "New Jersey"}
|
|
],
|
|
|
|
"N.M.": [
|
|
{ORTH: "N.M.", LEMMA: "New Mexico"}
|
|
],
|
|
|
|
"N.Y.": [
|
|
{ORTH: "N.Y.", LEMMA: "New York"}
|
|
],
|
|
|
|
"Neb.": [
|
|
{ORTH: "Neb.", LEMMA: "Nebraska"}
|
|
],
|
|
|
|
"Nebr.": [
|
|
{ORTH: "Nebr.", LEMMA: "Nebraska"}
|
|
],
|
|
|
|
"Nev.": [
|
|
{ORTH: "Nev.", LEMMA: "Nevada"}
|
|
],
|
|
|
|
"Nov.": [
|
|
{ORTH: "Nov.", LEMMA: "November"}
|
|
],
|
|
|
|
"Oct.": [
|
|
{ORTH: "Oct.", LEMMA: "October"}
|
|
],
|
|
|
|
"Okla.": [
|
|
{ORTH: "Okla.", LEMMA: "Oklahoma"}
|
|
],
|
|
|
|
"Ore.": [
|
|
{ORTH: "Ore.", LEMMA: "Oregon"}
|
|
],
|
|
|
|
"Pa.": [
|
|
{ORTH: "Pa.", LEMMA: "Pennsylvania"}
|
|
],
|
|
|
|
"S.C.": [
|
|
{ORTH: "S.C.", LEMMA: "South Carolina"}
|
|
],
|
|
|
|
"Sep.": [
|
|
{ORTH: "Sep.", LEMMA: "September"}
|
|
],
|
|
|
|
"Sept.": [
|
|
{ORTH: "Sept.", LEMMA: "September"}
|
|
],
|
|
|
|
"Tenn.": [
|
|
{ORTH: "Tenn.", LEMMA: "Tennessee"}
|
|
],
|
|
|
|
"Va.": [
|
|
{ORTH: "Va.", LEMMA: "Virginia"}
|
|
],
|
|
|
|
"Wash.": [
|
|
{ORTH: "Wash.", LEMMA: "Washington"}
|
|
],
|
|
|
|
"Wis.": [
|
|
{ORTH: "Wis.", LEMMA: "Wisconsin"}
|
|
]
|
|
}
|
|
|
|
|
|
TOKENIZER_EXCEPTIONS = dict(EXC)
|
|
TOKENIZER_EXCEPTIONS.update(OTHER)
|
|
TOKENIZER_EXCEPTIONS.update(ABBREVIATIONS)
|
|
|
|
|
|
# Remove EXCLUDE_EXC if in exceptions
|
|
|
|
for string in EXCLUDE_EXC:
|
|
if string in TOKENIZER_EXCEPTIONS:
|
|
TOKENIZER_EXCEPTIONS.pop(string)
|
|
|
|
|
|
# Abbreviations with only one ORTH token
|
|
|
|
ORTH_ONLY = [
|
|
"'d",
|
|
"a.m.",
|
|
"Adm.",
|
|
"Bros.",
|
|
"co.",
|
|
"Co.",
|
|
"Corp.",
|
|
"D.C.",
|
|
"Dr.",
|
|
"e.g.",
|
|
"E.g.",
|
|
"E.G.",
|
|
"Gen.",
|
|
"Gov.",
|
|
"i.e.",
|
|
"I.e.",
|
|
"I.E.",
|
|
"Inc.",
|
|
"Jr.",
|
|
"Ltd.",
|
|
"Md.",
|
|
"Messrs.",
|
|
"Mo.",
|
|
"Mont.",
|
|
"Mr.",
|
|
"Mrs.",
|
|
"Ms.",
|
|
"p.m.",
|
|
"Ph.D.",
|
|
"Rep.",
|
|
"Rev.",
|
|
"Sen.",
|
|
"St.",
|
|
"vs."
|
|
]
|