SOTAVerified

Memorization

Papers

Showing 201225 of 1088 papers

TitleStatusHype
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous DatasetsCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Data Contamination Can Cross Language BarriersCode1
SELC: Self-Ensemble Label Correction Improves Learning with Noisy LabelsCode1
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward PassesCode1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It)Code1
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization CorrelationsCode1
3D-EX : A Unified Dataset of Definitions and Dictionary ExamplesCode0
Learning to Infer Program SketchesCode0
Affective Medical Estimation and Decision Making via Visualized Learning and Deep LearningCode0
ModelPred: A Framework for Predicting Trained Model from Training DataCode0
Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation SpaceCode0
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
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge InjectionCode0
Bidirectional deep-readout echo state networksCode0
DeMem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationCode0
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and CalibrationCode0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion ModelsCode0
Iterative Graph AlignmentCode0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
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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