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Show HN: Smell – A framework for aligning LLM evaluators to human feedback

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We've built SMELL (Subject-Matter Expert Language Liaison), a new framework that combines human expertise with LLMs to create feedback-informed, domain-specific LLM evaluators. One of the biggest issues with current evaluation methods (heuristics, assertions, LLM-as-a-judge etc.) is that it's difficult for them to match up with and capture human preferences.SMELL addresses this by putting human feedback at the core of the evaluation process. It scales up a small set of human-provided feedback into evaluators that reflect the standards and nuances of specific industries or use-cases. Instead of a one-size-fits-all approach, you get evaluations that actually align with human judgment in those

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Website: www.quotientai.co/post/subject-matter-expert-language-liaison-smell-a-framework-for-aligning-llm-evaluators-to-human-feedback