SOTAVerified

Memorization

Papers

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Showing 51–100 of 1088 papers

TitleStatusHype
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement LearningCode4
Sudoku-Bench: Evaluating creative reasoning with Sudoku variantsCode0
Pre-training Large Memory Language Models with Internal and External KnowledgeCode1
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities—0
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs—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
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Fragments to Facts: Partial-Information Fragment Inference from LLMsCode0
Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks—0
Extracting memorized pieces of (copyrighted) books from open-weight language models—0
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge InjectionCode0
Teach2Eval: An Indirect Evaluation Method for LLM by Judging How It TeachesCode0
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
Memorization-Compression Cycles Improve Generalization—0
Identifying Memorization of Diffusion Models through p-Laplace AnalysisCode0
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
Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis—0
Identifying Legal Holdings with LLMs: A Systematic Study of Performance, Scale, and MemorizationCode0
Wide & Deep Learning for Node ClassificationCode0
Seeking to Collide: Online Safety-Critical Scenario Generation for Autonomous Driving with Retrieval Augmented Large Language Models—0
EnronQA: Towards Personalized RAG over Private Documents—0
Memorization and Knowledge Injection in Gated LLMsCode0
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers—0
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models—0
The Memorization Problem: Can We Trust LLMs' Economic Forecasts?—0
A mean teacher algorithm for unlearning of language modelsCode0
Memorization: A Close Look at Books—0
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization—0
Memorization vs. Reasoning: Updating LLMs with New Knowledge—0
Replicating ReLM Results: Validating Large Language Models with ReLM—0
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language ModelsCode2
Large Language Models Could Be Rote Learners—0
The Method for Storing Patterns in Neural Networks-Memorization and Recall of QR code Patterns-—0
An introduction to memory competitions, records and techniques—0
Memory-Modular Classification: Learning to Generalize with Memory ReplacementCode0
AGITB: A Signal-Level Benchmark for Evaluating Artificial General IntelligenceCode0
Do Larger Language Models Imply Better Reasoning? A Pretraining Scaling Law for Reasoning—0
Generative Evaluation of Complex Reasoning in Large Language ModelsCode1
When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks—0
GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical ReasoningCode1
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation—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