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Related Questions
- What are some techniques used to prevent catastrophic interference in LLMs during the learning process?
- How can LLMs be designed to retain previously learned knowledge while adapting to new information?
- What is the role of knowledge graph-based representations in mitigating the interference of new information with previously learned knowledge in LLMs?
- Can you explain the concept of 'slot-based' learning in LLMs and how it helps to prevent interference?
- How do techniques like multi-task learning and meta-learning address the issue of interference in LLMs?
- What is the impact of sequence length and batch size on the interference of new information with previously learned knowledge in LLMs?
- Can you discuss the trade-offs between the degree of interference and the quality of new information in LLMs?
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