2025
FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization
AAAI 2025technical
Text summarization task extracts salient information from a large amount of text for productivity enhancement. However, most existing methods heavily rely on training models from ample and centrally stored data which is infeasible to collect in practice, due to privacy concerns and data scarcity nat…