Long-CL, a masking plus selective replay method, reduces catastrophic forgetting across 21 vision-language and 30 text tasks, outperforming baselines on two new long-term continual learning benchmarks.
Sentence embedding alignment for lifelong relation extraction
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Task-Core Memory Management and Consolidation for Long-term Continual Learning
Long-CL, a masking plus selective replay method, reduces catastrophic forgetting across 21 vision-language and 30 text tasks, outperforming baselines on two new long-term continual learning benchmarks.