Cheng-Ying Hsieh

Mixture-of-prompt experts for federated sentiment classification under non-IID data

Federated learning (FL) enables collaborative text classification while preserving data privacy, yet its performance can be degraded under non-IID data. This challenge is particularly severe in natural language processing, where client data may differ in linguistic style, topic d...