I need to work with some text datasets and found that these three libraries all provide utilities for the same, however I’m unable to figure out what the difference between them is and if any one is better than the others. I read someplace that AllenNLP is geared towards research and offers pretrained models but that’s about it.
Does anyone know if it makes a difference? If so, what is it?
Links:

TorchText 2
Pytorch-NLP 3
AllenNLP 2