SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–575 of 1088 papers

TitleStatusHype
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training—0
SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning—0
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities—0
Sharp Lower Bounds on Interpolation by Deep ReLU Neural Networks at Irregularly Spaced Data—0
Sharpness-Aware Machine Unlearning—0
SifterNet: A Generalized and Model-Agnostic Trigger Purification Approach—0
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models—0
Smoothness Similarity Regularization for Few-Shot GAN Adaptation—0
Social Evolution of Published Text and The Emergence of Artificial Intelligence Through Large Language Models and The Problem of Toxicity and Bias—0
Social Learning: Towards Collaborative Learning with Large Language Models—0
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement—0
Soft Label Memorization-Generalization for Natural Language Inference—0
SoK: A Review of Differentially Private Linear Models For High-Dimensional Data—0
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark—0
SoK: Memorization in General-Purpose Large Language Models—0
Spurious Privacy Leakage in Neural Networks—0
SSP-RACL: Classification of Noisy Fundus Images with Self-Supervised Pretraining and Robust Adaptive Credal Loss—0
Stable Memory Allocation in the Hippocampus: Fundamental Limits and Neural Realization—0
Stable Rank Normalization for Improved Generalization in Neural Networks and GANs—0
State-Regularized Recurrent Networks—0
State-Regularized Recurrent Neural Networks—0
State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions—0
Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference—0
Stop just recalling memorized relations: Extracting Unseen Relational Triples from the context—0
Strong Copyright Protection for Language Models via Adaptive Model Fusion—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