arxivcs.LGcs.AIcs.IR2026-07-22
SalesLoop: Reinforcement Learning from Performance Feedback for Sales Lead Ranking
Lead ranking in Customer Relationship Management (CRM) systems faces a persistent challenge: models achieving high offline accuracy often underperform in production. We identify three fundamental gaps responsible for this disconnect: offline-online metric mismatch, pointwise-list…