SOTAVerified

Memorization

Papers

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Showing 776–800 of 1088 papers

TitleStatusHype
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsCode1
Reconstructing Training Data with Informed AdversariesCode1
Grokking: Generalization Beyond Overfitting on Small Algorithmic DatasetsCode4
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management—0
Learning With Twin Noisy Labels for Visible-Infrared Person Re-IdentificationCode1
Counterfactual Memorization in Neural Language Models—0
Economics of Innovation and Perceptions of Renewed Education and Curriculum Design in Bangladesh—0
Learning Positional Embeddings for Coordinate-MLPs—0
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation—0
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
Quantifying Adaptability in Pre-trained Language Models with 500 TasksCode1
SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning—0
Learning with Noisy Correspondence for Cross-modal MatchingCode1
On Memorization in Probabilistic Deep Generative ModelsCode0
ModelPred: A Framework for Predicting Trained Model from Training DataCode0
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning—0
Enhanced Membership Inference Attacks against Machine Learning Models—0
Personalized Federated Learning through Local MemorizationCode1
Data Contamination: From Memorization to Exploitation—0
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification—0
Regularising Fisher Information Improves Cross-lingual Generalisation—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers—0
Learning with Noisy Labels Revisited: A Study Using Real-World Human AnnotationsCode1
Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark—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