SOTAVerified

Memorization

Papers

Showing 271280 of 1088 papers

TitleStatusHype
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter SelectionCode0
Neural Machine Translation in Linear TimeCode0
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled MembershipsCode0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Copyright Violations and Large Language ModelsCode0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Iterative Graph AlignmentCode0
Attributing Culture-Conditioned Generations to Pretraining CorporaCode0
Continual Referring Expression Comprehension via Dual Modular MemorizationCode0
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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