codeswitch-spaeng-pos-lince
This is a pretrained model for Part of Speech Tagging of spanish-english
code-mixed data used from LinCE
This model is trained for this below repository.
https://github.com/sagorbrur/codeswitch
To install codeswitch:
pip install codeswitch
Part-of-Speech Tagging of Spanish-English Mixed Data
- Method-1
from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline
tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-spaeng-pos-lince")
model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-spaeng-pos-lince")
pos_model = pipeline('ner', model=model, tokenizer=tokenizer)
pos_model("put any spanish english code-mixed sentence")
- Method-2
from codeswitch.codeswitch import POS
pos = POS('spa-eng')
text = "" # your mixed sentence
result = pos.tag(text)
print(result)
- Downloads last month
- 42
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.