SOTAVerified

Memorization

Papers

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Showing 1001–1025 of 1088 papers

TitleStatusHype
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data—0
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning—0
Minimizing Memorization in Meta-learning: A Causal Perspective—0
Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy—0
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges—0
Mitigating Memorization in LLMs using Activation Steering—0
Mitigating Memorization in Sample Selection for Learning with Noisy Labels—0
Mitigating Sensitive Information Leakage in LLMs4Code through Machine Unlearning—0
Mitigating Unintended Memorization in Language Models via Alternating Teaching—0
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment—0
Mixture of Parrots: Experts improve memorization more than reasoning—0
Mixup-based Deep Metric Learning Approaches for Incomplete Supervision—0
modeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models—0
Modifying Memories in Transformer Models—0
MoPe: Model Perturbation-based Privacy Attacks on Language Models—0
Most Ligand-Based Classification Benchmarks Reward Memorization Rather than Generalization—0
Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization—0
MSR: Making Self-supervised learning Robust to Aggressive Augmentations—0
Multi-Sample Online Learning for Probabilistic Spiking Neural Networks—0
Navigating the Latent Space Dynamics of Neural Models—0
Network size and size of the weights in memorization with two-layers neural networks—0
Network size and weights size for memorization with two-layers neural networks—0
Neural Information Organizing and Processing -- Neural Machines—0
Neural Network Memorization Dissection—0
Neural Networks Learning and Memorization with (almost) no Over-Parameterization—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