A collection of text classification projects ranging from scratch implementations to advanced Transformer models.
- Text Classification from Scratch
- Review Classification using Active Learning
- Text Classification using FNet
- Large-scale Multi-label Text Classification
- Text Classification with Transformer
- Text Classification with Switch Transformer
- Text Classification using Decision Forests and Pretrained Embeddings
- Using Pre-trained Word Embeddings
- Bidirectional LSTM on IMDB
- Data Parallel Training with KerasHub and
tf.distribute