SOTAVerified

Memorization

Papers

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Showing 351–400 of 1088 papers

TitleStatusHype
ALIGNet: Partial-Shape Agnostic Alignment via Unsupervised LearningCode0
Memorization and Regularization in Generative Diffusion ModelsCode0
Continual Dialogue State Tracking via Example-Guided Question AnsweringCode0
Memorization in Attention-only TransformersCode0
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance EvaluationCode0
Model Editing for LLMs4Code: How Far are We?Code0
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image ClassificationCode0
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter SelectionCode0
Excess Capacity and Backdoor PoisoningCode0
A mean teacher algorithm for unlearning of language modelsCode0
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
Fundamental tradeoffs between memorization and robustness in random features and neural tangent regimesCode0
Evaluating and Explaining Natural Language Generation with GenXCode0
Fuse to Forget: Bias Reduction and Selective Memorization through Model FusionCode0
Attributing Culture-Conditioned Generations to Pretraining CorporaCode0
Optimal Kronecker-Sum Approximation of Real Time Recurrent LearningCode0
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?Code0
Classifier-Free Guidance inside the Attraction Basin May Cause MemorizationCode0
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text ClassificationCode0
ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of EventsCode0
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language ModelsCode0
LLMs and Memorization: On Quality and Specificity of Copyright ComplianceCode0
Long-Tail Theory under Gaussian MixturesCode0
Enhancing elusive clues in knowledge learning by contrasting attention of language modelsCode0
LiDAR-based localization using universal encoding and memory-aware regressionCode0
Enhanced Membership Inference Attacks against Machine Learning ModelsCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training DataCode0
Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation SpaceCode0
Leave-one-out Distinguishability in Machine LearningCode0
Leveraging Unlabeled Data to Track MemorizationCode0
A Causal View of Entity Bias in (Large) Language ModelsCode0
Learning to Infer Program SketchesCode0
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Emergent LLM behaviors are observationally equivalent to data leakageCode0
ModelPred: A Framework for Predicting Trained Model from Training DataCode0
Emergent and Predictable Memorization in Large Language ModelsCode0
Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World DataCode0
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
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time SeriesCode0
A Probabilistic Fluctuation based Membership Inference Attack for Diffusion ModelsCode0
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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