SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 1088 papers

TitleStatusHype
Representation in large language models—0
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning—0
Uncovering Memorization Effect in the Presence of Spurious Correlations—0
Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models—0
Attributing Culture-Conditioned Generations to Pretraining CorporaCode0
The Impact of Input Order Bias on Large Language Models for Software Fault Localization—0
Elucidating Flow Matching ODE Dynamics with Respect to Data Geometries—0
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation—0
Knowledge Boundary of Large Language Models: A Survey—0
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification—0
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data—0
Too Big to Fool: Resisting Deception in Language Models—0
When Can Memorization Improve Fairness?—0
Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning—0
MemHunter: Automated and Verifiable Memorization Detection at Dataset-scale in LLMs—0
Robust Noisy Correspondence Learning via Self-Drop and Dual-Weight—0
Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit—0
DeMem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationCode0
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts—0
Sometimes I am a Tree: Data Drives Unstable Hierarchical GeneralizationCode0
Understanding Memorization in Generative Models via Sharpness in Probability Landscapes—0
Improved Localized Machine Unlearning Through the Lens of Memorization—0
Detecting Memorization in Large Language Models—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