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Related Questions
- What are the key differences between multi-task learning and single-task learning in the context of large language models?
- How does the complexity of contextual relationships captured by an LLM impact its performance in multi-task learning versus single-task learning?
- Can you explain the concept of task-related knowledge and how it affects the complexity of contextual relationships in multi-task learning?
- In what ways do single-task learning models adapt to changing task requirements, and how does this impact their ability to capture contextual relationships?
- How does the number of tasks in multi-task learning affect the complexity of contextual relationships captured by an LLM?
- Can you discuss the trade-offs between the ability of an LLM to capture complex contextual relationships and its ability to generalize to new tasks in multi-task learning?
- What are some strategies for balancing the trade-offs between complexity of contextual relationships and generalizability in multi-task learning LLMs?
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