We reconstructed the vocabulary and fine-tuned the ParsBERT v1.1 on the new Persian corpora in order to provide some functionalities for using ParsBERT in other scopes!
Please follow the
ParsBERT repo for the latest information about previous and current models.
The task target is labeling texts in a supervised manner in both existing datasets DigiMag and Persian News.
A dataset of various news articles scraped from different online news agencies' websites. The total number of articles is 16,438, spread over eight different classes.
Download
You can download the dataset from
here
The following table summarizes the F1 score obtained by ParsBERT as compared to other models and architectures.
1@article{ParsBERT,
2 title={ParsBERT: Transformer-based Model for Persian Language Understanding},
3 author={Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri},
4 journal={ArXiv},
5 year={2020},
6 volume={abs/2005.12515}
7}
Post a Github issue on the
ParsBERT Issues repo.
