Arabic Fake News Detection (AraBERT + CNN + EWMF + BiLSTM)
This repo contains a custom inference pipeline:
- Preprocessing + Arabic normalization
- EWMF (Extravagant Word Membership Function) fuzzy score
- AraBERT embeddings (frozen, mean pooling)
- CNN local n-gram features
- BiLSTM classifier
Quick inference (Python)
from inference import FakeNewsPredictor
pred = FakeNewsPredictor(model_dir=".")
out = pred.predict("اكتب نص الخبر هنا ...")
print(out)
- Downloads last month
- 6