SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 1088 papers

TitleStatusHype
Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
Sudoku-Bench: Evaluating creative reasoning with Sudoku variantsCode0
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs—0
Understanding Fact Recall in Language Models: Why Two-Stage Training Encourages Memorization but Mixed Training Teaches Knowledge—0
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs—0
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities—0
SifterNet: A Generalized and Model-Agnostic Trigger Purification Approach—0
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability—0
Fragments to Facts: Partial-Information Fragment Inference from LLMsCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks—0
Teach2Eval: An Indirect Evaluation Method for LLM by Judging How It TeachesCode0
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge InjectionCode0
Extracting memorized pieces of (copyrighted) books from open-weight language models—0
PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMsCode0
Is Grokking a Computational Glass Relaxation?—0
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context LearningCode0
Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1MCode0
Identifying Memorization of Diffusion Models through p-Laplace AnalysisCode0
Memorization-Compression Cycles Improve Generalization—0
Enfoque Odychess: Un método dialéctico, constructivista y adaptativo para la enseñanza del ajedrez con inteligencias artificiales generativas—0
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Resolving Memorization in Empirical Diffusion Model for Manifold Data in High-Dimensional Spaces—0
Show:102550
← PrevPage 11 of 44Next →

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