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Memorization

Papers

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Showing 401–450 of 1088 papers

TitleStatusHype
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens—0
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal—0
Exploring prompts to elicit memorization in masked language model-based named entity recognition—0
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
How BPE Affects Memorization in Transformers—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
Collectionless Artificial Intelligence—0
A Simple Model of Inference Scaling Laws—0
Exploring Memorization in Fine-tuned Language Models—0
Collaborative Learning in General Graphs with Limited Memorization: Complexity, Learnability, and Reliability—0
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models—0
Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit—0
Exploring Local Memorization in Diffusion Models via Bright Ending Attention—0
Data Contamination: From Memorization to Exploitation—0
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising—0
Human foraging strategies flexibly adapt to resource distribution and time constraints—0
Exploring Fact Memorization and Style Imitation in LLMs Using QLoRA: An Experimental Study and Quality Assessment Methods—0
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey—0
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
Is Grokking a Computational Glass Relaxation?—0
Identity Crisis: Memorization and Generalization under Extreme Overparameterization—0
IGDA: Interactive Graph Discovery through Large Language Model Agents—0
Codex Hacks HackerRank: Memorization Issues and a Framework for Code Synthesis Evaluation—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
Implicit Reasoning in Deep Time Series Forecasting—0
Improved Localized Machine Unlearning Through the Lens of Memorization—0
Learned Random Label Predictions as a Neural Network Complexity Metric—0
Learning and Memorization—0
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens—0
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation—0
Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level—0
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Improving word alignment for low resource languages using English monolingual SRL—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation—0
In-Context Learning Strategies Emerge Rationally—0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization—0
Closed-Book Training to Improve Summarization Encoder Memory—0
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks—0
Integrating Functionalities To A System Via Autoencoder Hippocampus Network—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
Redundancy and Concept Analysis for Code-trained Language Models—0
Interrogating LLM design under a fair learning doctrine—0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—0
Latent Geometry and Memorization in Generative Models—0
Ethos: Rectifying Language Models in Orthogonal Parameter Space—0
Circuit-Based Intrinsic Methods to Detect Overfitting—0
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs—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