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SOTA
持续学习
Continual Learning On 20Newsgroup 10 Tasks
Continual Learning On 20Newsgroup 10 Tasks
评估指标
F1 - macro
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1 - macro
Paper Title
Repository
CAT
0.9516
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
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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
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Continual Learning On 20Newsgroup 10 Tasks | SOTA | HyperAI超神经