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Related Questions
- How does multi-task learning improve the ability of an LLM to understand subtle relationships between entities and concepts in a given context?
- Can you explain the role of shared representations in multi-task learning and how they contribute to capturing nuanced contextual relationships?
- What are the key differences in the way multi-task learning and single-task learning approaches affect the ability of an LLM to capture contextual relationships?
- How does the number of tasks and the similarity between tasks impact the ability of an LLM to capture nuanced contextual relationships in multi-task learning?
- Can you discuss the potential drawbacks of using multi-task learning for capturing nuanced contextual relationships and how to mitigate them?
- How does the choice of task order and task weighting in multi-task learning influence the ability of an LLM to capture contextual relationships?
- What are some strategies for designing effective multi-task learning objectives that promote the capture of nuanced contextual relationships?
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