Comment by gearhart

Before chunking, run coreference resolution to get rid of all of your pronouns and replace them with explicit references. You need to be a bit of careful to ensure you chunk both processed and unprocessed versions in the same places but it’s very doable.

If you haven’t seen it, there’s a lovely overview of the idea in one of the SpaCy blog posts: https://explosion.ai/blog/coref