SOTAVerified

Memorization

Papers

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Showing 461–470 of 1088 papers

TitleStatusHype
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models—0
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
Generalization vs. Memorization in the Presence of Statistical Biases in Transformers—0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Iterative Graph AlignmentCode0
The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text MemorizationCode0
Avoiding Generative Model Writer's Block With Embedding Nudging—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