We Tested TF-IDF Against Two Transformers for Contract Risk Screening. Bag-of-Words Won Twice.

TL;DR: We built a contract risk screening system on the CUAD legal dataset and ran a five-way bake-off: TF-IDF, frozen sentence embeddings…