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Related Questions
- What is the definition of catastrophic forgetting in the context of large language models (LLMs)?
- How does catastrophic forgetting occur in LLMs, and what are the consequences of this phenomenon?
- What are some common techniques used to mitigate catastrophic forgetting in LLMs, and how do they work?
- How does online learning and continuous learning help to improve retention of learned information in LLMs?
- What is the role of knowledge graph-based methods in mitigating catastrophic forgetting in LLMs?
- Can you explain the concept of synaptic pruning and its relation to catastrophic forgetting in LLMs?
- How does the use of meta-learning and few-shot learning help to improve the ability of LLMs to retain learned information over time?
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