SOTAVerified

Memorization

Papers

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Showing 876–900 of 1088 papers

TitleStatusHype
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks—0
Schema-Guided Paradigm for Zero-Shot DialogCode0
Towards the Memorization Effect of Neural Networks in Adversarial Training—0
Muddling Label Regularization: Deep Learning for Tabular DatasetsCode0
On Memorization in Probabilistic Deep Generative ModelsCode0
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale CompetitionCode0
Fundamental tradeoffs between memorization and robustness in random features and neural tangent regimesCode0
Not All Knowledge Is Created Equal: Mutual Distillation of Confident Knowledge—0
Learning to Rehearse in Long Sequence Memorization—0
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels—0
Evaluating and Explaining Natural Language Generation with GenXCode0
Understanding Unintended Memorization in Language Models Under Federated Learning—0
Automatic Classification of Attributes in German Adjective-Noun PhrasesCode0
Do RNN States Encode Abstract Phonological Alternations?—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
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
Jo-SRC: A Contrastive Approach for Combating Noisy Labels—0
Co-matching: Combating Noisy Labels by Augmentation Anchoring—0
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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