Same here. In the past, I too struggled with a lack of good documentation about torchtext but my goto resources were the following and some deep digging 


http://anie.me/On-Torchtext/ 2 (the answer to your question is in here)
https://mlexplained.com/2018/02/08/a-comprehensive-tutorial-to-torchtext/ 2