Search Results for author: Yangxi Zhou

Found 3 papers, 1 papers with code

Epidemic Decision-making System Based Federated Reinforcement Learning

no code implementations3 Nov 2023 Yangxi Zhou, Junping Du, Zhe Xue, Zhenhui Pan, Weikang Chen

This model can combine the epidemic situation data of various provinces for cooperative training to use as an enhanced learning model for epidemic situation decision, while protecting the privacy of data.

Decision Making Federated Learning +1

Dynamic Fair Federated Learning Based on Reinforcement Learning

no code implementations2 Nov 2023 Weikang Chen, Junping Du, Yingxia Shao, Jia Wang, Yangxi Zhou

Federated learning enables a collaborative training and optimization of global models among a group of devices without sharing local data samples.

Fairness Federated Learning +1

Chinese Word Sense Embedding with SememeWSD and Synonym Set

2 code implementations29 Jun 2022 Yangxi Zhou, Junping Du, Zhe Xue, Ang Li, Zeli Guan

To address this limitation, we propose SememeWSD Synonym (SWSDS) model to assign a different vector to every sense of polysemous words with the help of word sense disambiguation (WSD) and synonym set in OpenHowNet.

Semantic Similarity Semantic Textual Similarity +1

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