Starting this thread to share the progress on the Kannada LM and classification results @piotr.czapla @Moody
Repository: NLP for Kannada
Dataset
- Download Kannada Wikipedia Articles Dataset (32,997 articles) which I scraped, cleaned and used to train the language model
- Download Kannada News classification Dataset which I scraped and used to train the classifier
Results
Language Model
on 20% validation set
- Perplexity of language model: ~70
Classifier
- Accuracy of classification model: ~94%
- Kappa score of classification model: ~90
Pretrained Language Model
Download pretrained Language Model from here
Classifier
Download classifier from here
Tokenizer
Trained tokenizer using Google’s sentencepiece
Download the trained model and vocabulary from here