Ning Pang

Towards Privacy-Preserving Personalized Federated Relation Classification

2025 · IEEE Transactions on Big Data

Relation classification plays a crucial role in detecting semantic relations between annotated entities within text data, serving as a fundamental tool for knowledge structurization. In recent years, federated learning has emerged as a promising approach …