no code implementations • 3 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.
no code implementations • 2 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.
2 code implementations • 29 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.