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This clever approach resembles the reparameterisation trick in variational methods, which separates random perturbations from learned distribution parameters for gradient-based
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This clever approach resembles the reparameterisation trick in variational methods, which separates random perturbations from learned distribution parameters for gradient-based
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We introduce ${rm C{small LEVER}}$, a high-quality, manually curated benchmark of 161 problems for end-to-end verified code generation in Lean. Each problem consists of (1) the task
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This paper introduces CLEVER, a benchmark dataset designed to evaluate LLMs on formally verified code generation. It consists of 161 carefully crafted Lean specifications derived from
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I really don''t know - or care at this point - who killed JFK or RFK, but the extent to which RFK Jr. has no credibility of his own & continually has to remind everyone he is "A KENNEDY" and
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579 In this paper, we have proposed a novel counter- factual framework CLEVER for debiasing fact- checking models. Unlike existing works, CLEVER is augmentation-free and mitigates biases on infer-
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K-I-E-R-A-N definitely killed both of them! Is this going to turn out like the butch sous chef?
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Our analysis yields a novel robustness metric called CLEVER, which is short for Cross Lipschitz Extreme Value for nEtwork Robustness. The proposed CLEVER score is attack-agnostic
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This survey on spurious correlations uses the Clever Hans metaphor to motivate the problem, formalizes a group-based setup g=(y,a) with core metrics (worst-group, average-group, bias
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jfk was one of the first. he got it in a joint cia mafia plot. later the cia perfected the disease getting rid of the extreme swelling of the brain.
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While, as we mentioned earlier, there can be thorny “clever hans” issues about humans prompting LLMs, an automated verifier mechanically backprompting the LLM doesn''t suffer from these. We
We introduce CLEVER, the first curated benchmark for evaluating the generation of specifications and formally verified code in Lean. The benchmark comprises of 161 programming problems; it evaluates
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