SOTAVerified

Memorization

Papers

Showing 751775 of 1088 papers

TitleStatusHype
Markov chain Hebbian learning algorithm with ternary synaptic units0
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations0
Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence0
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models0
Measures of Information Reflect Memorization Patterns0
Measuring Forgetting of Memorized Training Examples0
Measuring Memorization Effect in Word-Level Neural Networks Probing0
Measuring memorization in RLHF for code completion0
Measuring memorization through probabilistic discoverable extraction0
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models0
MediaEval 2018: Predicting Media Memorability Task0
Mehler's Formula, Branching Process, and Compositional Kernels of Deep Neural Networks0
Membership Inference Attacks on Sequence Models0
MemGEN: Memory is All You Need0
MemHunter: Automated and Verifiable Memorization Detection at Dataset-scale in LLMs0
ME-MOMENTUM: EXTRACTING HARD CONFIDENT EXAMPLES FROM NOISILY LABELED DATA0
Memorization: A Close Look at Books0
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization0
Memorization Capacity of Neural Networks with Conditional Computation0
Memorization-Compression Cycles Improve Generalization0
Memorization in deep learning: A survey0
Memorization in In-Context Learning0
Memorization in Overparameterized Autoencoders0
Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis0
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified