Wei-Feng Ren

BENCHCOMPASS: From Scores to Signals for Training and Harness Decisions in Payment-Domain LLMs

BENCHCOMPASS is introduced, a payment-domain benchmark whose construction pipeline builds scenario-grounded tasks from typed evidence packs, applies LLM-based quality checks, creates task-input attack variants, and reserves final item admission for domain experts.