SOTAVerified

Memorization

Papers

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Showing 451–500 of 1088 papers

TitleStatusHype
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning—0
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization—0
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation—0
Closed-Book Training to Improve Summarization Encoder Memory—0
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
Limited Gradient Descent: Learning With Noisy Labels—0
Ethos: Rectifying Language Models in Orthogonal Parameter Space—0
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning—0
Detecting Memorization in ReLU Networks—0
Koala: An Index for Quantifying Overlaps with Pre-training Corpora—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
Circuit-Based Intrinsic Methods to Detect Overfitting—0
Large language models converge toward human-like concept organization—0
Large Language Models Could Be Rote Learners—0
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research—0
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs—0
Suppressing Model Overfitting for Image Super-Resolution Networks—0
Latent Geometry and Memorization in Generative Models—0
EnronQA: Towards Personalized RAG over Private Documents—0
Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA—0
Learnable Privacy Neurons Localization in Language Models—0
Learned Random Label Predictions as a Neural Network Complexity Metric—0
Learning and Memorization—0
Learning Associative Memories with Gradient Descent—0
Learning Camouflaged Object Detection from Noisy Pseudo Label—0
Learning Deep Neural Network Policies with Continuous Memory States—0
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models—0
Arithmetic with Language Models: from Memorization to Computation—0
Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching—0
Learning, Generalization, and Functional Entropy in Random Automata Networks—0
Learning Human Postural Control with Hierarchical Acquisition Functions—0
Learning Not to Learn in the Presence of Noisy Labels—0
Enhancing Generalization in Chain of Thought Reasoning for Smaller Models—0
Learning sparsity in reservoir computing through a novel bio-inspired algorithm—0
Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level—0
Learning to Combat Noisy Labels via Classification Margins—0
Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark—0
Learning to generate imaginary tasks for improving generalization in meta-learning—0
Algebraic Machine Learning—0
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation—0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images—0
Learning to Rehearse in Long Sequence Memorization—0
Enhancing Data Privacy in Large Language Models through Private Association Editing—0
A Large-scale Study on Training Sample Memorization in Generative Modeling—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