SOTAVerified

Memorization

Papers

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Showing 276–300 of 1088 papers

TitleStatusHype
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting—0
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization—0
MEOW: MEMOry Supervised LLM Unlearning Via Inverted FactsCode1
Implicit Reasoning in Deep Time Series Forecasting—0
Online Learning via Memory: Retrieval-Augmented Detector Adaptation—0
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle ChallengesCode0
Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective—0
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training—0
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models—0
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study—0
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge DiscoveryCode7
Generalization vs. Memorization in the Presence of Statistical Biases in Transformers—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Iterative Graph AlignmentCode0
The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text MemorizationCode0
Avoiding Generative Model Writer's Block With Embedding Nudging—0
Memorization in In-Context Learning—0
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?Code1
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation—0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect—0
Generating Streamlining Constraints with 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