Arshia-HZ/NLP-AriaBert-Digimag

Persian Text Classification [DigiMag, Persian News]

The task target is labeling texts in a supervised manner in both existing datasets DigiMag and Persian News.

DigiMag

A total of 8,515 articles scraped from Digikala Online Magazine. This dataset includes seven different classes.

1. Video Games
2. Shopping Guide
3. Health Beauty
4. Science Technology
5. General
6. Art Cinema
7. Books Literature

Label	#
Video Games	1967
Shopping Guide	125
Health Beauty	1610
Science Technology	2772
General	120
Art Cinema	1667
Books Literature	254

Download You can download the dataset from here

Results

The following table summarizes the F1 score obtained by ParsBERT as compared to other models and architectures.

Dataset	ParsBERT v2	ParsBERT v1	mBERT
Digikala Magazine	93.65*	93.59	90.72