SOTAVerified

Memorization

Papers

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Showing 1081–1088 of 1088 papers

TitleStatusHype
Privacy Regularization: Joint Privacy-Utility Optimization in Language Models—0
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels—0
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders—0
Probing Large Language Models from A Human Behavioral Perspective—0
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization—0
Prompting Language Models for Linguistic Structure—0
Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models—0
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs—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