|
--- |
|
language: bengali |
|
license: apache-2.0 |
|
datasets: |
|
- BanFakeNews |
|
--- |
|
|
|
# **mBERT-base-cased-finetuned-bengali-fakenews** |
|
|
|
This model is a fine-tune checkpoint of mBERT-base-cased over **[Bengali-fake-news Dataset](https://www.kaggle.com/cryptexcode/banfakenews)** for Text classification. This model reaches an accuracy of 96.3 with an f1-score of 79.1 on the dev set. |
|
|
|
### **How to use?** |
|
|
|
**Task**: binary-classification |
|
|
|
- LABEL_1: Authentic (*Authentic means news is authentic*) |
|
- LABEL_0: Fake (*Fake means news is fake*) |
|
|
|
``` |
|
from transformers import pipeline |
|
print(pipeline("sentiment-analysis",model="DeadBeast/mbert-base-cased-finetuned-bengali-fakenews",tokenizer="DeadBeast/mbert-base-cased-finetuned-bengali-fakenews")("অভিনেতা আফজাল শরীফকে ২০ লাখ টাকার অনুদান অসুস্থ অভিনেতা আফজাল শরীফকে চিকিৎসার জন্য ২০ লাখ টাকা অনুদান দিয়েছেন প্রধানমন্ত্রী শেখ হাসিনা।")) |
|
``` |
