SOTAVerified

Memorization

Papers

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Showing 551–575 of 1088 papers

TitleStatusHype
The Positivity of the Neural Tangent Kernel—0
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction—0
The Separation Capacity of Random Neural Networks—0
Uncovering Memorization Effect in the Presence of Spurious Correlations—0
The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets—0
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability—0
The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason—0
The Unreasonable Effectiveness of the Class-reversed Sampling in Tail Sample Memorization—0
The Vendiscope: An Algorithmic Microscope For Data Collections—0
Thinking Tokens for Language Modeling—0
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization—0
Three Factors Influencing Minima in SGD—0
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability—0
Time-Aware Language Models as Temporal Knowledge Bases—0
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models—0
Too Big to Fool: Resisting Deception in Language Models—0
Extracting Training Data from Unconditional Diffusion Models—0
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization—0
Towards Differential Relational Privacy and its use in Question Answering—0
Towards GAN Benchmarks Which Require Generalization—0
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels—0
Towards Memorization-Free Diffusion Models—0
Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning—0
Towards the Memorization Effect of Neural Networks in Adversarial Training—0
Trade-offs in Data Memorization via Strong Data Processing Inequalities—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