SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 1088 papers

TitleStatusHype
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory—0
Does Learning Require Memorization? A Short Tale about a Long Tail—0
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?—0
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach—0
Exploring prompts to elicit memorization in masked language model-based named entity recognition—0
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning—0
Extracting Training Data from Document-Based VQA Models—0
Fault-Diagnosing SLAM for Varying Scale Change Detection—0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Deep Learning is Provably Robust to Symmetric Label Noise—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks—0
Decoupling Gating from Linearity—0
Decoding Generalization from Memorization in Deep Neural Networks—0
Between Randomness and Arbitrariness: Some Lessons for Reliable Machine Learning at Scale—0
Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit—0
Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations—0
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
An associative memory model with very high memory rate: Image storage by sequential addition learning—0
Better Generalization with On-the-fly Dataset Denoising—0
Exploring Fact Memorization and Style Imitation in LLMs Using QLoRA: An Experimental Study and Quality Assessment Methods—0
Data Isotopes for Data Provenance in DNNs—0
Is Grokking a Computational Glass Relaxation?—0
Data-Copying in Generative Models: A Formal Framework—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