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英文字典中文字典相关资料:


  • Hyperbolic Attention Networks - OpenReview
    We propose to incorporate inductive biases and operations coming from hyperbolic geometry to improve the attention mechanism of the neural networks
  • Sunyice - OpenReview
    Promoting openness in scientific communication and the peer-review process
  • Evaluating the Robustness of Neural Networks: An Extreme Value. . .
    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 and is computationally feasible for large neural networks
  • The Clever Hans Mirage: A Comprehensive Survey on Spurious. . .
    The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning Wenqian Ye, Luyang Jiang, Eric Xie, Guangtao Zheng, Yunsheng Ma, Xu Cao, Dongliang Guo, Daiqing Qi, Zeyu He, Yijun Tian, Christopher W Porter, Megan Coffee, Zhe Zeng, Sheng Li, Ziran Wang, Ting-Hao Kenneth Huang, James Matthew Rehg, Henry Kautz, Aidong
  • CLEVER: A Curated Benchmark for Formally Verified Code Generation
    TL;DR: We introduce CLEVER, a hand-curated benchmark for verified code generation in Lean It requires full formal specs and proofs No few-shot method solves all stages, making it a strong testbed for synthesis and formal reasoning
  • Clever: A Curated Benchmark for Formally Verified Code Generation
    1 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 both formal speci- fication generation and implementation synthesis from natural language, requiring formal correctness proofs for both
  • Djork-Arné Clevert - OpenReview
    Promoting openness in scientific communication and the peer-review process
  • 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 tested this setup on a subset of the failed instances in the one-shot natural language prompt configuration using GPT-4, given its larger context window
  • 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 programming problems in the existing HumanEval dataset





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