François Portet

PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization

2023 · arXiv (Cornell University)

Automatic dialogue summarization is a well-established task with the goal of distilling the most crucial information from human conversations into concise textual summaries. However, most existing research has predominantly focused on summarizing factual information, neglecting …

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services

2024 · arXiv (Cornell University)

Personalized Federated Learning (PFL) enables distributed training on edge devices, allowing models to collaboratively learn global patterns while tailoring their parameters to better fit each client's local data, all while preserving data privacy. However, PFL …