SOTAVerified

Memorization

Papers

Showing 151160 of 1088 papers

TitleStatusHype
Data Unlearning in Diffusion ModelsCode1
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature DistributionsCode1
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge UtilizationCode1
Continual Variational Autoencoder Learning via Online Cooperative MemorizationCode1
Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy ReasoningCode1
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic ForgettingCode1
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?Code1
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language ModelsCode1
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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