Nice! I dabbled with deep learning and CRF for the sequence tagging. I ran in the same issues you mentioned. Current approach is hand rolled. The „holy grail“ would be linking ingredients mentioned in the directions. So, I could just tap on „…vinegar…“ in an instruction and see that I need 2 tbsp.