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Continual Learning
Continual Learning On 20Newsgroup 10 Tasks
Continual Learning On 20Newsgroup 10 Tasks
Metrics
F1 - macro
Results
Performance results of various models on this benchmark
Columns
Model Name
F1 - macro
Paper Title
Repository
CAT
0.9516
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
B-CL
0.9504
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
LAMOL
0.4572
LAMOL: LAnguage MOdeling for Lifelong Language Learning
EWC
0.9180
Overcoming catastrophic forgetting in neural networks
CTR
0.9523
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
HAT
0.9521
Overcoming catastrophic forgetting with hard attention to the task
0 of 6 row(s) selected.
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