Parse pretokenized sentences?

[xiulinyang]

Hi, just wondering, is it possible to parse the pretokenized sentences and also get other lexical information like lemma, pos, etc. at the same time? I tried the nltk method but I will only get a tree instead of spans. I tried to search in the spacy universe but I didn't find much information about this parser. It would be great if someone can provide some resources that I can check out! Many thanks in advance. :)