DSC (10 tasks) (Task Incremental Document Sentiment Classification)
Introduced by Ke et al. in Continual Learning with Knowledge Transfer for Sentiment Classification
A set of 10 DSC datasets (reviews of 10 products) to produce sequences of tasks. The products are Sports, Toys, Tools, Video, Pet, Musical, Movies, Garden, Offices, and Kindle. 2500 positive and 2500 negative training reviews per task . The validation reviews are with 250 positive and 250 negative and the test reviews are with 250 positive and 250 negative reviews. The detailed statistic on page https://github.com/ZixuanKe/PyContinual
Papers
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