Question about bag-of-word dictionary

[DongkiKim95]

I sincerely appreciate your efforts in curating diverse datasets for the graph field.

I am trying to analyze the semantics of nodes and their connectivity in the datasets.

So, is there any dictionary for bag-of-word embedding that matches an index to a word?
Or, can I get the source code for preprocessing the bag-of-word embedding?