SOTAVerified

Memorization

Papers

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Showing 26–50 of 1088 papers

TitleStatusHype
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models—0
Quantifying Cross-Modality Memorization in Vision-Language Models—0
Membership Inference Attacks on Sequence Models—0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Trade-offs in Data Memorization via Strong Data Processing Inequalities—0
How much do language models memorize?—0
How does Transformer Learn Implicit Reasoning?Code1
MathArena: Evaluating LLMs on Uncontaminated Math CompetitionsCode3
Bayesian Perspective on Memorization and Reconstruction—0
Benchmarking Abstract and Reasoning Abilities Through A Theoretical PerspectiveCode0
Navigating the Latent Space Dynamics of Neural Models—0
OWL: Probing Cross-Lingual Recall of Memorized Texts via World LiteratureCode0
Kernel-Smoothed Scores for Denoising Diffusion: A Bias-Variance Study—0
What is Adversarial Training for Diffusion Models?—0
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory—0
Emergent LLM behaviors are observationally equivalent to data leakageCode0
Spurious Privacy Leakage in Neural Networks—0
Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model BehaviorCode0
Understanding Generalization in Diffusion Models via Probability Flow Distance—0
Querying Kernel Methods Suffices for Reconstructing their Training DataCode0
Discovering Forbidden Topics in Language Models—0
Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training—0
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs—0
Sudoku-Bench: Evaluating creative reasoning with Sudoku variantsCode0
Understanding Fact Recall in Language Models: Why Two-Stage Training Encourages Memorization but Mixed Training Teaches Knowledge—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