SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 976–1000 of 1088 papers

TitleStatusHype
Mehler's Formula, Branching Process, and Compositional Kernels of Deep Neural Networks—0
Membership Inference Attacks on Sequence Models—0
MemGEN: Memory is All You Need—0
MemHunter: Automated and Verifiable Memorization Detection at Dataset-scale in LLMs—0
ME-MOMENTUM: EXTRACTING HARD CONFIDENT EXAMPLES FROM NOISILY LABELED DATA—0
Memorization: A Close Look at Books—0
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization—0
Memorization Capacity of Neural Networks with Conditional Computation—0
Memorization-Compression Cycles Improve Generalization—0
Memorization in deep learning: A survey—0
Memorization in In-Context Learning—0
Memorization in Overparameterized Autoencoders—0
Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis—0
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs—0
Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation—0
Memorization Through the Lens of Curvature of Loss Function Around Samples—0
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory—0
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation—0
Memorization vs. Reasoning: Updating LLMs with New Knowledge—0
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models—0
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction—0
Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted—0
Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions—0
Memory Planning for Deep Neural Networks—0
Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication—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