.. automodule:: MordinezNLP.pipelines.PartOfSpeech :members:
Example usage:
from MordinezNLP.pipelines import PartOfSpeech
from MordinezNLP.tokenizers import spacy_tokenizer
import spacy
nlp: Language = spacy.load("en_core_web_sm")
nlp.tokenizer = spacy_tokenizer(nlp)
docs_to_tag = [
'Hello today is <date>, tomorrow it will be <number> degrees of celcius.'
]
pos_tagger = PartOfSpeech(
nlp,
'en'
)
pos_output = pos_tagger.process(
docs_to_tag,
4,
30,
return_docs=True
)