SOTAVerified

Memorization

Papers

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Showing 851–875 of 1088 papers

TitleStatusHype
Exploring Memorization in Adversarial TrainingCode1
Learning to Rehearse in Long Sequence Memorization—0
Not All Knowledge Is Created Equal: Mutual Distillation of Confident Knowledge—0
Automatic Classification of Attributes in German Adjective-Noun PhrasesCode0
Evaluating and Explaining Natural Language Generation with GenXCode0
Understanding Unintended Memorization in Language Models Under Federated Learning—0
Do RNN States Encode Abstract Phonological Alternations?—0
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels—0
On the geometry of generalization and memorization in deep neural networks—0
Annotation Inconsistency and Entity Bias in MultiWOZ—0
Using Early-Learning Regularization to Classify Real-World Noisy Data—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers—0
Learning to Generate Novel Scene Compositions from Single Images and VideosCode1
Bounding Information Leakage in Machine Learning—0
Self-paced Resistance Learning against Overfitting on Noisy LabelsCode0
Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information DietsCode0
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation—0
Do RNN States Encode Abstract Phonological Processes?—0
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy LabelsCode1
Jo-SRC: A Contrastive Approach for Combating Noisy Labels—0
Generating Novel Scene Compositions from Single Images and VideosCode1
Co-matching: Combating Noisy Labels by Augmentation Anchoring—0
On the Robustness of Monte Carlo Dropout Trained with Noisy Labels—0
Privacy Regularization: Joint Privacy-Utility Optimization in Language Models—0
On the privacy-utility trade-off in differentially private hierarchical text classificationCode0
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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