My training data is already pre-tokenized, and there is a 1-to-1 correspondence between token and NER tag. That’s why I don’t want the tokens to be split any further. I know that HuggingFace has an NER training example 14, but it reveals the same problem: tokens are broken down into subword pieces which do not match the NER tags.