SOTAVerified

Memorization

Papers

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Showing 1076–1088 of 1088 papers

TitleStatusHype
On the Over-Memorization During Natural, Robust and Catastrophic OverfittingCode0
R.R.: Unveiling LLM Training Privacy through Recollection and RankingCode0
On the Privacy Effect of Data Enhancement via the Lens of MemorizationCode0
On the privacy-utility trade-off in differentially private hierarchical text classificationCode0
Salvage Reusable Samples from Noisy Data for Robust LearningCode0
Memorization of Named Entities in Fine-tuned BERT ModelsCode0
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Ancient Chinese Word Segmentation and Part-of-Speech Tagging Using Distant SupervisionCode0
Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World DataCode0
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale CompetitionCode0
Towards Robust Learning with Different Label Noise DistributionsCode0
Optimal Kronecker-Sum Approximation of Real Time Recurrent LearningCode0
The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray GenerationCode0
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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