Search Results for author: Shenghui Li

Found 2 papers, 2 papers with code

Slot Self-Attentive Dialogue State Tracking

1 code implementation22 Jan 2021 Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz

Then a stacked slot self-attention is applied on these features to learn the correlations among slots.

Dialogue State Tracking Task-Oriented Dialogue Systems

Auto-weighted Robust Federated Learning with Corrupted Data Sources

1 code implementation14 Jan 2021 Shenghui Li, Edith Ngai, Fanghua Ye, Thiemo Voigt

In this paper, we address this challenge by proposing Auto-weighted Robust Federated Learning (arfl), a novel approach that jointly learns the global model and the weights of local updates to provide robustness against corrupted data sources.

Federated Learning Privacy Preserving

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