SOTAVerified

Memorization

Papers

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Showing 771–780 of 1088 papers

TitleStatusHype
Memorization in deep learning: A survey—0
Memorization in In-Context Learning—0
Memorization in Overparameterized Autoencoders—0
Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis—0
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs—0
Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation—0
Memorization Through the Lens of Curvature of Loss Function Around Samples—0
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory—0
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation—0
Memorization vs. Reasoning: Updating LLMs with New Knowledge—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified