SOTAVerified

Memorization

Papers

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Showing 751–775 of 1088 papers

TitleStatusHype
Local Feature Swapping for Generalization in Reinforcement Learning—0
PaLM: Scaling Language Modeling with PathwaysCode2
Towards Differential Relational Privacy and its use in Question Answering—0
UNICON: Combating Label Noise Through Uniform Selection and Contrastive LearningCode1
An Empirical Study of Memorization in NLPCode1
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation—0
On the Generalization Mystery in Deep Learning—0
Euler State Networks: Non-dissipative Reservoir ComputingCode1
Data Contamination: From Memorization to ExploitationCode0
Do Language Models Plagiarize?Code1
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks—0
On Learning Contrastive Representations for Learning with Noisy LabelsCode1
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models—0
Memory Planning for Deep Neural Networks—0
Quantifying Memorization Across Neural Language ModelsCode2
Membership Inference Attacks and Defenses in Neural Network PruningCode1
Do We Need to Penalize Variance of Losses for Learning with Label Noise?—0
Collaborative Learning in General Graphs with Limited Memorization: Complexity, Learnability, and Reliability—0
Universal Online Learning with Unbounded Losses: Memory Is All You Need—0
Towards Adversarial Evaluations for Inexact Machine UnlearningCode1
Provably Confidential Language Modelling—0
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks—0
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Universal Online Learning: an Optimistically Universal Learning Rule—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