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Related Questions
- What are the primary mechanisms through which embedding perturbation techniques address catastrophic forgetting in language models?
- How do techniques like elastic weight consolidation and synaptic intelligence interact with language models to prevent forgetting?
- Can you explain the concept of 'soft updates' in the context of embedding perturbation and its application to language models?
- How do embedding perturbation techniques handle the trade-off between preserving old knowledge and adapting to new tasks in language models?
- What role do meta-learning and few-shot learning play in the interaction between embedding perturbation techniques and language models?
- Can you discuss the impact of embedding perturbation techniques on the interpretability of language models and their ability to prevent catastrophic forgetting?
- How do embedding perturbation techniques and language models interact to prevent catastrophic forgetting in incremental learning scenarios?
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