LSEBMCL replays EBM-generated pseudo-samples from previous tasks to reduce catastrophic forgetting, reporting top average scores on several NLP continual learning benchmarks.
Continual few-shot intent detection,
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LSEBMCL: A Latent Space Energy-Based Model for Continual Learning
LSEBMCL replays EBM-generated pseudo-samples from previous tasks to reduce catastrophic forgetting, reporting top average scores on several NLP continual learning benchmarks.