Streamlining Industrial Contract Management with Retrieval-Augmented LLMs

This work proposes a retrieval-augmented LLM pipeline that identifies and optimizes problematic contract revisions using synthetic data, semantic retrieval, and acceptability-based alignment.

November 2025 · Kristi Topollai, Tolga Dimlioglu, Anna Choromanska, Simon Odie, Reginald Hui