HURIDOCS/spanish-truecasing

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Spanish truecasing model

This is a Spanish truecasing-model that works with the <b>Dalton Fury</b> Python project:

https://github.com/daltonfury42/truecase

You can install it here:

https://pypi.org/project/truecase/

Quick start

To use the Spanish model use the TrueCase.py file uploaded to this repository

https://huggingface.co/HURIDOCS/spanish_truecasing/blob/main/TrueCaser.py

Install the requirements:

pip install nltk

And ready to work:

from TrueCaser import TrueCaser

modelpath = "spanish.dist" spanishtruecasing = TrueCaser(model_path)

text = 'informe no.78/08. petición 785-05 admisibilidad. vicente arturo villanueva ortega y otros.' print(spanishtruecasing.gettrue_case(text))

Notes

The model was trained with the Europarl dataset that contains transcriptions of the European Parliament discusions:

https://www.statmt.org/europarl/ Europarl: A Parallel Corpus for Statistical Machine Translation, Philipp Koehn, MT Summit 2005

Using huggingface load_dataset:

europarl = loaddataset('largespanish_corpus', name='Europarl')