SOTAVerified

Memorization

Papers

Showing 5160 of 1088 papers

TitleStatusHype
Continual Memorization of Factoids in Large Language ModelsCode1
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian StructureCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Scalability of memorization-based machine unlearningCode1
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context ModelsCode1
Mitigating Memorization In Language ModelsCode1
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and MethodCode1
FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text CompressionCode1
MEOW: MEMOry Supervised LLM Unlearning Via Inverted FactsCode1
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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