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HARDEN: Constrained Evolutionary Search for Harder, Answer-Preserving Evaluation Cases

Kumaran, Aditya et al.
arXiv (All) · Papers
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Language models are often evaluated on curated benchmarks that underrepresent the complexity of enterprise deployments. We introduce HARDEN, a constrained evolutionary search method to adapt the input of existing evaluation cases into more challenging variants while keeping their expected outputs fi
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