SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 426–450 of 1088 papers

TitleStatusHype
Improved Localized Machine Unlearning Through the Lens of Memorization—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens—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
Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA—0
Learning Human Postural Control with Hierarchical Acquisition Functions—0
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics—0
Improving word alignment for low resource languages using English monolingual SRL—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
In-Context Learning Strategies Emerge Rationally—0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization—0
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research—0
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation—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
Closed-Book Training to Improve Summarization Encoder Memory—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
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
Ethos: Rectifying Language Models in Orthogonal Parameter Space—0
Circuit-Based Intrinsic Methods to Detect Overfitting—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