Geometric Algorithms for Neural Combinatorial Optimization with
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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I DO know that Cummings was a drug addict (methamphetamines) later in his career and it really made a mess of his life. He started taking those "vitamin" injections from some notorious
CLEVER: A Curated Benchmark for Formally Verified Code Generation
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 don''t think the other members of the What''s My Line panel liked
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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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KnowTrace: Explicit Knowledge Tracing for Structured...
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On the Planning Abilities of Large Language Models : A Critical
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
Clever: A Curated Benchmark for Formally Verified Code Generation
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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