mirror of
https://github.com/explosion/spaCy.git
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b19cfcc144
Add logic to generate exceptions that follow a consistent pattern (like verbs and pronouns) and allow certain tokens to be excluded explicitly.
701 lines
14 KiB
Python
701 lines
14 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", "Hell", "hell", "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[pron + "m"] = [
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{ORTH: pron, 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[pron + "'ma"] = [
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{ORTH: pron, 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[pron + "ma"] = [
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{ORTH: pron, 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 + "'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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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 ["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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# 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},
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{ORTH: "'s"}
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]
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EXC[orth + "s"] = [
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{ORTH: orth},
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{ORTH: "s"}
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]
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EXC[orth + "'ll"] = [
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{ORTH: orth},
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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{ORTH: "'d"}
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]
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EXC[orth + "d"] = [
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{ORTH: orth},
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{ORTH: "d"}
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]
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EXC[orth + "'d've"] = [
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{ORTH: orth},
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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},
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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: "might"},
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{ORTH: "must"},
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{ORTH: "need"},
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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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{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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{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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# 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"}
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],
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"Ariz.": [
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{ORTH: "Ariz.", LEMMA: "Arizona"}
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],
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"Ark.": [
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{ORTH: "Ark.", LEMMA: "Arkansas"}
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],
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"Aug.": [
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{ORTH: "Aug.", LEMMA: "August"}
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],
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"Calif.": [
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{ORTH: "Calif.", LEMMA: "California"}
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],
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"Colo.": [
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{ORTH: "Colo.", LEMMA: "Colorado"}
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],
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"Conn.": [
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{ORTH: "Conn.", LEMMA: "Connecticut"}
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],
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"Dec.": [
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{ORTH: "Dec.", LEMMA: "December"}
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],
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"Del.": [
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{ORTH: "Del.", LEMMA: "Delaware"}
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],
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"Feb.": [
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{ORTH: "Feb.", LEMMA: "February"}
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],
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"Fla.": [
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{ORTH: "Fla.", LEMMA: "Florida"}
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],
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"Ga.": [
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{ORTH: "Ga.", LEMMA: "Georgia"}
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],
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"Ia.": [
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{ORTH: "Ia.", LEMMA: "Iowa"}
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],
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"Id.": [
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{ORTH: "Id.", LEMMA: "Idaho"}
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],
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"Ill.": [
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{ORTH: "Ill.", LEMMA: "Illinois"}
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],
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"Ind.": [
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{ORTH: "Ind.", LEMMA: "Indiana"}
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],
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"Jan.": [
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{ORTH: "Jan.", LEMMA: "January"}
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],
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"Jul.": [
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{ORTH: "Jul.", LEMMA: "July"}
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],
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"Jun.": [
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{ORTH: "Jun.", LEMMA: "June"}
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],
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"Kan.": [
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{ORTH: "Kan.", LEMMA: "Kansas"}
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],
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"Kans.": [
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{ORTH: "Kans.", LEMMA: "Kansas"}
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],
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"Ky.": [
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{ORTH: "Ky.", LEMMA: "Kentucky"}
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],
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"La.": [
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{ORTH: "La.", LEMMA: "Louisiana"}
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],
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"Mar.": [
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{ORTH: "Mar.", LEMMA: "March"}
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],
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"Mass.": [
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{ORTH: "Mass.", LEMMA: "Massachusetts"}
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],
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"May.": [
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{ORTH: "May.", LEMMA: "May"}
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],
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"Mich.": [
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{ORTH: "Mich.", LEMMA: "Michigan"}
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],
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"Minn.": [
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{ORTH: "Minn.", LEMMA: "Minnesota"}
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],
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"Miss.": [
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{ORTH: "Miss.", LEMMA: "Mississippi"}
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],
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"N.C.": [
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{ORTH: "N.C.", LEMMA: "North Carolina"}
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],
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"N.D.": [
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{ORTH: "N.D.", LEMMA: "North Dakota"}
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],
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"N.H.": [
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{ORTH: "N.H.", LEMMA: "New Hampshire"}
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],
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"N.J.": [
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{ORTH: "N.J.", LEMMA: "New Jersey"}
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],
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"N.M.": [
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{ORTH: "N.M.", LEMMA: "New Mexico"}
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],
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"N.Y.": [
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{ORTH: "N.Y.", LEMMA: "New York"}
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],
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"Neb.": [
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{ORTH: "Neb.", LEMMA: "Nebraska"}
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],
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"Nebr.": [
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{ORTH: "Nebr.", LEMMA: "Nebraska"}
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],
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"Nev.": [
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{ORTH: "Nev.", LEMMA: "Nevada"}
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],
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"Nov.": [
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{ORTH: "Nov.", LEMMA: "November"}
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],
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"Oct.": [
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{ORTH: "Oct.", LEMMA: "October"}
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],
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"Okla.": [
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{ORTH: "Okla.", LEMMA: "Oklahoma"}
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],
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"Ore.": [
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{ORTH: "Ore.", LEMMA: "Oregon"}
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],
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"Pa.": [
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{ORTH: "Pa.", LEMMA: "Pennsylvania"}
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],
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"S.C.": [
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{ORTH: "S.C.", LEMMA: "South Carolina"}
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],
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"Sep.": [
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{ORTH: "Sep.", LEMMA: "September"}
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],
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"Sept.": [
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{ORTH: "Sept.", LEMMA: "September"}
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],
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"Tenn.": [
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{ORTH: "Tenn.", LEMMA: "Tennessee"}
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],
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"Va.": [
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{ORTH: "Va.", LEMMA: "Virginia"}
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],
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"Wash.": [
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{ORTH: "Wash.", LEMMA: "Washington"}
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],
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"Wis.": [
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{ORTH: "Wis.", LEMMA: "Wisconsin"}
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]
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}
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# Other exceptions
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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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"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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"'em": [
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{ORTH: "'em", LEMMA: PRON_LEMMA, NORM: "them"}
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],
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"em": [
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{ORTH: "em", LEMMA: PRON_LEMMA, NORM: "them"}
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],
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"nothin'": [
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{ORTH: "nothin'", LEMMA: "nothing"}
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],
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"nuthin'": [
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{ORTH: "nuthin'", LEMMA: "nothing"}
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],
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"'nuff": [
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{ORTH: "'nuff", LEMMA: "enough"}
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],
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"ol'": [
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|
{ORTH: "ol'", LEMMA: "old"}
|
|
],
|
|
|
|
"not've": [
|
|
{ORTH: "not", LEMMA: "not", TAG: "RB"},
|
|
{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
|
|
],
|
|
|
|
"notve": [
|
|
{ORTH: "not", LEMMA: "not", TAG: "RB"},
|
|
{ORTH: "ve", LEMMA: "have", TAG: "VB"}
|
|
],
|
|
|
|
"Not've": [
|
|
{ORTH: "Not", LEMMA: "not", TAG: "RB"},
|
|
{ORTH: "'ve", LEMMA: "have", TAG: "VB"}
|
|
],
|
|
|
|
"Notve": [
|
|
{ORTH: "Not", LEMMA: "not", TAG: "RB"},
|
|
{ORTH: "ve", LEMMA: "have", TAG: "VB"}
|
|
],
|
|
|
|
"cannot": [
|
|
{ORTH: "can", LEMMA: "can", TAG: "MD"},
|
|
{ORTH: "not", LEMMA: "not", TAG: "RB"}
|
|
],
|
|
|
|
"Cannot": [
|
|
{ORTH: "Can", LEMMA: "can", TAG: "MD"},
|
|
{ORTH: "not", LEMMA: "not", TAG: "RB"}
|
|
],
|
|
|
|
"gonna": [
|
|
{ORTH: "gon", LEMMA: "go", NORM: "going"},
|
|
{ORTH: "na", LEMMA: "to"}
|
|
],
|
|
|
|
"Gonna": [
|
|
{ORTH: "Gon", LEMMA: "go", NORM: "going"},
|
|
{ORTH: "na", LEMMA: "to"}
|
|
],
|
|
|
|
"let's": [
|
|
{ORTH: "let"},
|
|
{ORTH: "'s", LEMMA: PRON_LEMMA, NORM: "us"}
|
|
],
|
|
|
|
"Let's": [
|
|
{ORTH: "Let"},
|
|
{ORTH: "'s", LEMMA: PRON_LEMMA, NORM: "us"}
|
|
],
|
|
|
|
"'S": [
|
|
{ORTH: "'S", LEMMA: "'s"}
|
|
],
|
|
|
|
"'s": [
|
|
{ORTH: "'s", LEMMA: "'s"}
|
|
],
|
|
|
|
"\u2018S": [
|
|
{ORTH: "\u2018S", LEMMA: "'s"}
|
|
],
|
|
|
|
"\u2018s": [
|
|
{ORTH: "\u2018s", LEMMA: "'s"}
|
|
],
|
|
|
|
"\u2014": [
|
|
{ORTH: "\u2014", TAG: ":", LEMMA: "--"}
|
|
],
|
|
|
|
"\n": [
|
|
{ORTH: "\n", TAG: "SP"}
|
|
],
|
|
|
|
"\t": [
|
|
{ORTH: "\t", TAG: "SP"}
|
|
]
|
|
}
|
|
|
|
|
|
TOKENIZER_EXCEPTIONS = dict(EXC)
|
|
TOKENIZER_EXCEPTIONS.update(ABBREVIATIONS)
|
|
TOKENIZER_EXCEPTIONS.update(OTHER)
|
|
|
|
|
|
# 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 = [
|
|
"''",
|
|
"\")",
|
|
"a.",
|
|
"a.m.",
|
|
"Adm.",
|
|
"b.",
|
|
"Bros.",
|
|
"c.",
|
|
"co.",
|
|
"Co.",
|
|
"Corp.",
|
|
"d.",
|
|
"D.C.",
|
|
"Dr.",
|
|
"e.",
|
|
"e.g.",
|
|
"E.g.",
|
|
"E.G.",
|
|
"f.",
|
|
"g.",
|
|
"Gen.",
|
|
"Gov.",
|
|
"h.",
|
|
"i.",
|
|
"i.e.",
|
|
"I.e.",
|
|
"I.E.",
|
|
"Inc.",
|
|
"j.",
|
|
"Jr.",
|
|
"k.",
|
|
"l.",
|
|
"Ltd.",
|
|
"m.",
|
|
"Md.",
|
|
"Messrs.",
|
|
"Mo.",
|
|
"Mont.",
|
|
"Mr.",
|
|
"Mrs.",
|
|
"Ms.",
|
|
"n.",
|
|
"o.",
|
|
"p.",
|
|
"p.m.",
|
|
"Ph.D.",
|
|
"q.",
|
|
"r.",
|
|
"Rep.",
|
|
"Rev.",
|
|
"s.",
|
|
"Sen.",
|
|
"St.",
|
|
"t.",
|
|
"u.",
|
|
"v.",
|
|
"vs.",
|
|
"w.",
|
|
"x.",
|
|
"y.",
|
|
"z."
|
|
]
|