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This is a pretrained model for Part of Speech Tagging of hindi-english code-mixed data used from LinCE

This model is trained for this below repository.


To install codeswitch:

pip install codeswitch

Part-of-Speech Tagging of Hindi-English Mixed Data

  • Method-1

from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline

tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-hineng-pos-lince")

model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-hineng-pos-lince")
pos_model = pipeline('ner', model=model, tokenizer=tokenizer)

pos_model("put any hindi english code-mixed sentence")
  • Method-2
from codeswitch.codeswitch import POS
pos = POS('hin-eng')
text = "" # your mixed sentence 
result = pos.tag(text)
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Dataset used to train sagorsarker/codeswitch-hineng-pos-lince