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Related Questions
- How do you define semantic ambiguity in the context of LLMs and its impact on evaluation metrics?
- What are some common challenges in evaluating LLMs when dealing with ambiguous input or output?
- Can you explain the concept of 'evaluation metrics drift' and how it relates to LLMs and semantic ambiguity?
- How do you propose adapting precision and recall metrics to account for the impact of semantic ambiguity?
- What are some strategies for mitigating the effects of semantic ambiguity on LLM evaluation metrics?
- How can contextualized evaluation metrics, such as contextualized precision and recall, be used to address semantic ambiguity?
- What are some potential applications of adapting evaluation metrics to account for semantic ambiguity in LLMs, and what benefits do they offer?
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