Hi there, great product! I'm with a nonprofit edtech writing tool that uses both spaCy and AllenNLP, and we've found AllenNLP's models to be more accurate for tasks like co-reference resolution. AllenNLP's models are built on top of spaCy and tools like neural coref. It'd be great if we could harness things like AllenNLP's semantic role labeling.