Meituan Technology Team

Sep 12, 2024 · Artificial Intelligence

How BlackPearl Dominated All Three KDD 2024 OAG‑Challenge Tracks with Large‑Model Techniques

The BlackPearl team leveraged large‑model strategies—including iterative self‑refinement, train‑time difficulty increase, test‑time augmentation, grafting‑learning, and boosting—to dominate the WhoIsWho‑IND, PST, and AQA tracks of the KDD 2024 OAG‑Challenge Cup, surpassing traditional feature‑engineered, GNN, and BERT baselines.