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Signed-off-by: András Schmelczer <andras@schmelczer.dev>
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Andras Schmelczer 2022-04-02 13:47:33 +02:00
commit 889e79174b
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from spacy.tokens import Token
from .data import american_spellings
def lemmatize_token(
token: Token,
add_negation: bool = False,
add_part_of_speech: bool = False,
) -> str:
lemma = token.lemma_.lower()
lemma = american_spellings.get(lemma, lemma)
if add_part_of_speech:
lemma = f"{lemma}_{token.pos_}"
if add_negation and token._.negex:
lemma = f"NOT_{lemma}"
return lemma