SOTAVerified

Memorization

Papers

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Showing 751–760 of 1088 papers

TitleStatusHype
Markov chain Hebbian learning algorithm with ternary synaptic units—0
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations—0
Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence—0
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models—0
Measures of Information Reflect Memorization Patterns—0
Measuring Forgetting of Memorized Training Examples—0
Measuring Memorization Effect in Word-Level Neural Networks Probing—0
Measuring memorization in RLHF for code completion—0
Measuring memorization through probabilistic discoverable extraction—0
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models—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