SOTAVerified

Memorization

Papers

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Showing 901–950 of 1088 papers

TitleStatusHype
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge InjectionCode0
Post-hoc and manifold explanations analysis of facial expression data based on deep learningCode0
Leveraging Unlabeled Data to Track MemorizationCode0
LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training DataCode0
LiDAR-based localization using universal encoding and memory-aware regressionCode0
Implications of Annotation Artifacts in Edge Probing Test DatasetsCode0
Self-paced Resistance Learning against Overfitting on Noisy LabelsCode0
Demystifying Verbatim Memorization in Large Language ModelsCode0
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-TeachingCode0
Identifying Memorization of Diffusion Models through p-Laplace AnalysisCode0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Identifying Legal Holdings with LLMs: A Systematic Study of Performance, Scale, and MemorizationCode0
Semantic Mask for Transformer based End-to-End Speech RecognitionCode0
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language ModelsCode0
LLMs and Memorization: On Quality and Specificity of Copyright ComplianceCode0
How to Engage Your Readers? Generating Guiding Questions to Promote Active ReadingCode0
DeMem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationCode0
Data Watermarking for Sequential Recommender SystemsCode0
Pre-Training Meta-Rule Selection Policy for Visual Generative Abductive LearningCode0
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine ConversationsCode0
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine TranslationCode0
When does compositional structure yield compositional generalization? A kernel theoryCode0
Long-Tail Theory under Gaussian MixturesCode0
AGITB: A Signal-Level Benchmark for Evaluating Artificial General IntelligenceCode0
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and CredibilityCode0
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text ClassificationCode0
3D-EX : A Unified Dataset of Definitions and Dictionary ExamplesCode0
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?Code0
Auditing Data Provenance in Text-Generation ModelsCode0
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?Code0
Why Deep Learning GeneralizesCode0
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model TrainingCode0
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based InitializationCode0
The Privacy Onion Effect: Memorization is RelativeCode0
Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledgeCode0
Variational Recurrent Models for Solving Partially Observable Control TasksCode0
Bidirectional deep-readout echo state networksCode0
How does Disagreement Help Generalization against Label Corruption?Code0
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text ScoringCode0
Slope and generalization properties of neural networksCode0
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image RetrievalCode0
Holistic Label Correction for Noisy Multi-Label ClassificationCode0
Small Transformers Compute Universal Metric EmbeddingsCode0
Transition Propagation Graph Neural Networks for Temporal NetworksCode0
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?Code0
Provably Confidential Language ModellingCode0
Adaptive Sample Selection for Robust Learning under Label NoiseCode0
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain AdaptationCode0
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept UnderstandingCode0
Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic DataCode0
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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