Hao He

Contrast with Major Classifier Vectors for Federated Medical Relation Extraction with Heterogeneous Label Distribution

2023 · arXiv (Cornell University)

Federated medical relation extraction enables multiple clients to train a deep network collaboratively without sharing their raw medical data. In order to handle the heterogeneous label distribution across clients, most of the existing works only …

Precise Knowledge Enhancement via CBR Framework for Empathetic Dialogue Generation

2024

Empathetic dialogue systems are designed to capture emotions in conversations and provide appropriate emotional responses. Previous researches have indicated that integrating specific knowledge into empathetic dialogue systems can enhance the overall effectiveness of generating empathetic …