SOTAVerified

Memorization

Papers

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Showing 201–250 of 1088 papers

TitleStatusHype
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Improving Generalization by Controlling Label-Noise Information in Neural Network WeightsCode1
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR PredictionCode1
Data Contamination Can Cross Language BarriersCode1
Memorization in NLP Fine-tuning MethodsCode1
Multi-center anatomical segmentation with heterogeneous labels via landmark-based modelsCode1
Towards Better Evaluation for Dynamic Link PredictionCode1
Large Scale Knowledge WashingCode1
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization CorrelationsCode1
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text ClassificationCode0
LLMs and Memorization: On Quality and Specificity of Copyright ComplianceCode0
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from GeneralizationCode0
3D-EX : A Unified Dataset of Definitions and Dictionary ExamplesCode0
Diffusion models under low-noise regimeCode0
LiDAR-based localization using universal encoding and memory-aware regressionCode0
Long-Tail Theory under Gaussian MixturesCode0
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter SelectionCode0
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language ModelsCode0
Leave-one-out Distinguishability in Machine LearningCode0
Detecting Overfitting of Deep Generative Networks via Latent RecoveryCode0
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge InjectionCode0
ModelPred: A Framework for Predicting Trained Model from Training DataCode0
Leveraging Unlabeled Data to Track MemorizationCode0
Bidirectional deep-readout echo state networksCode0
Demystifying Verbatim Memorization in Large Language ModelsCode0
DeMem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationCode0
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and CalibrationCode0
LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training DataCode0
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
Learning to Infer Program SketchesCode0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Ancient Chinese Word Segmentation and Part-of-Speech Tagging Using Distant SupervisionCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Data Watermarking for Sequential Recommender SystemsCode0
Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation SpaceCode0
Untrained neural networks can demonstrate memorization-independent abstract reasoningCode0
Affective Medical Estimation and Decision Making via Visualized Learning and Deep LearningCode0
Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledgeCode0
Data Origin Inference in Machine LearningCode0
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion ModelsCode0
Data Factors for Better Compositional GeneralizationCode0
Benchmarking Abstract and Reasoning Abilities Through A Theoretical PerspectiveCode0
Distributed Associative Memory Network with Memory Refreshing LossCode0
Adaptive Sample Selection for Robust Learning under Label NoiseCode0
Introducing Orthogonal Constraint in Structural ProbesCode0
Iterative Graph AlignmentCode0
Data Contamination: From Memorization to ExploitationCode0
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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