Text classification is an important task in Natural Language Processing with many applications, such as sentiment analysis. The new release includes several popular text classification datasets for supervised learning including:

AG_NEWS
SogouNews
DBpedia
YelpReviewPolarity
YelpReviewFull
YahooAnswers
AmazonReviewPolarity
AmazonReviewFull

Each dataset comes with two parts (train vs. test), and can be easily loaded with a single command. The datasets also support an ngrams feature to capture the partial information about the local word order. Take a look at the tutorial here to learn more about how to use the new datasets for supervised problems such as text classification analysis.
```python
from torchtext.datasets.text_classification import DATASETS