Esukhia / bonltk

BoNLTK aims to provide out of the box support for various NLP tasks that an application developer might need for Bokey, Tibetan language.

Natural Language Toolkit for Boyig (BoNLTK)

BoNLTK aims to provide out of the box support for various NLP tasks that an application developer might need for Boyig (TIbetan) language.

Install

pip install bonltk

How to use

Comming soon

Todo:

• Tokenizers:

  • Hugging face tokenizers
  • sentencepiece tokenizer
  • Compare above tokenizers with botok

• WordVectors:

  • Word2Vec with gensim
  • Emlo

• Language Models:

  • Huggingface transformers
  • UMLFit Language model with fastai

• Text Similarity:

  • Sentence similarity using UMLFit, like in inltk
  • Implement Text similarity techniques mention in [here]((https://medium.com/@adriensieg/text-similarities-da019229c894)
  • Compare all the text similarity algorithms

Resrouce links:

• UMLFit for sequence tagging
• Text Similarities : Estimate the degree of similarity between two texts