2 papers
cs.CL2026
A Few Good Clauses: Comparing LLMs vs Domain-Trained Small Language Models on Structured Contract Extraction
Nicole Lincoln, Nick Whitehouse, Jaron Mar +1
This paper evaluates whether a domain trained Small Language Model (SLM) can outperform frontier Large Language Models on structured contract extraction at radically lower cost. We…
cs.CL2025
Better Bill GPT: Comparing Large Language Models against Legal Invoice Reviewers
Nick Whitehouse, Nicole Lincoln, Stephanie Yiu +2
Legal invoice review is a costly, inconsistent, and time-consuming process, traditionally performed by Legal Operations, Lawyers or Billing Specialists who scrutinise billing compl…