SOTAVerified

Memorization

Papers

Showing 701710 of 1088 papers

TitleStatusHype
The Creative Frontier of Generative AI: Managing the Novelty-Usefulness Tradeoff0
Memorization Capacity of Multi-Head Attention in TransformersCode0
Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training0
Conditionally Strongly Log-Concave Generative ModelsCode0
On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization0
Training Data Extraction From Pre-trained Language Models: A Survey0
A Causal View of Entity Bias in (Large) Language ModelsCode0
Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies0
Mitigating Label Noise through Data AmbiguationCode0
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine ConversationsCode0
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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