SOTAVerified

Memorization

Papers

Showing 321330 of 1088 papers

TitleStatusHype
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion ModelsCode0
ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of EventsCode0
Iterative Graph AlignmentCode0
Exploring Model Dynamics for Accumulative Poisoning DiscoveryCode0
Leave-one-out Distinguishability in Machine LearningCode0
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language ModelsCode0
Untrained neural networks can demonstrate memorization-independent abstract reasoningCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
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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