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RCV1 dataset

The RCV1 dataset is used for predicting categories of newswire stories recently collected by Reuters. Ltd. The RCV1 can be naturally partitioned based on news category and used for federated learning experiments, since readers may only be interested in one or two categories of news and the model training process will mimic the personalized privacy-preserving news recommender system, for which reader history is located on a user’s personal devices.

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Cite this as

Shlomo E. Chazan, Sharon Gannot, Jacob Goldberger (2024). Dataset: RCV1 dataset. https://doi.org/10.57702/jffbfebe

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	December 3, 2024
Last update	December 3, 2024
Defined In	https://doi.org/10.48550/arXiv.2101.00052
Citation	https://doi.org/10.48550/arXiv.1606.04838 https://doi.org/10.48550/arXiv.1812.06535
Author	Shlomo E. Chazan
More Authors	Sharon Gannot Jacob Goldberger
Homepage	https://www.cs.cornell.edu/~cst2118/RCV1/