SOTAVerified

Memorization

Papers

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Showing 231–240 of 1088 papers

TitleStatusHype
Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method—0
LSHBloom: Memory-efficient, Extreme-scale Document Deduplication—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Generalizability of Memorization Neural Networks—0
A Geometric Framework for Understanding Memorization in Generative Models—0
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian StructureCode1
Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs—0
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes—0
On Memorization of Large Language Models in Logical Reasoning—0
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
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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