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Related Questions
- What are some common techniques for preventing catastrophic forgetting in neural networks, and how do they apply to language models?
- How does experience replay help to mitigate the problem of catastrophic forgetting in language models, and what are its limitations?
- What is the concept of synaptic consolidation, and how can it be used to reduce catastrophic forgetting in language models?
- Can you explain the idea of dynamic neural networks and how they can be used to prevent catastrophic forgetting in language models?
- How does the use of meta-learning and few-shot learning help to overcome the problem of catastrophic forgetting in language models?
- What is the role of regularization techniques in preventing catastrophic forgetting in language models, and which ones are most effective?
- Can you discuss the potential benefits and challenges of using multi-task learning to mitigate catastrophic forgetting in language models?
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