SOTAVerified

Memorization

Papers

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Showing 376–400 of 1088 papers

TitleStatusHype
LLMs and Memorization: On Quality and Specificity of Copyright ComplianceCode0
Learning to Infer Program SketchesCode0
A Causal View of Entity Bias in (Large) Language ModelsCode0
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled MembershipsCode0
ModelPred: A Framework for Predicting Trained Model from Training DataCode0
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Emergent LLM behaviors are observationally equivalent to data leakageCode0
Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World DataCode0
Memorization and Knowledge Injection in Gated LLMsCode0
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion ModelsCode0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
Iterative Graph AlignmentCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3Code0
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion ModelsCode0
Introducing Orthogonal Constraint in Structural ProbesCode0
Dynamic Named Entity RecognitionCode0
A Good Score Does not Lead to A Good Generative ModelCode0
Membership Inference Attacks are Easier on Difficult ProblemsCode0
Redistribute Ensemble Training for Mitigating Memorization in Diffusion ModelsCode0
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time SeriesCode0
A Probabilistic Fluctuation based Membership Inference Attack for Diffusion ModelsCode0
Improving the Gating Mechanism of Recurrent Neural NetworksCode0
In-context Learning in Presence of Spurious CorrelationsCode0
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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