Really thank you for the reply. Just to make sure i understood:  When adding a word as a regular token, the tokenizer can maybe split this word into subwords, and when passing it as a special token this shouldn’t happen, am I right? I’ve made a couple of tests and by passing as special tokens worked pretty well