bangla-news-rnn

Bangla Newspaper Dataset

400k+ bangla news samples, 25+ categories https://www.kaggle.com/furcifer/bangla-newspaper-dataset

v2 dataset: https://www.kaggle.com/furcifer/bangla-newspaper-dataset?select=data_v2

DOI: 10.34740/kaggle/dsv/1576225

Source

Data collected from https://www.prothomalo.com/archive [Copyright owned by the actual source]

Inspiration

The dataset can be used for bangla text classification and generation experiments.

Todo

• [x] Starter Bidirectional LSTM (91% test accuracy)
• [x] Weight file tf-gpu weights (Trained with RTX-2080 Ti, tensorflow-gpu, keras)
• [ ] BERT
• [ ] XLNet
• [ ] Starter Generative Model