SOTAVerified

Memorization

Papers

Showing 191200 of 1088 papers

TitleStatusHype
Question and Answer Test-Train Overlap in Open-Domain Question Answering DatasetsCode1
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Are Pretrained Language Models Symbolic Reasoners Over Knowledge?Code1
Eicient Non-Sampling Factorization Machines for Optimal Context-Aware RecommendationCode1
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsCode1
State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesisCode1
Do We Need Zero Training Loss After Achieving Zero Training Error?Code1
Improving Generalization by Controlling Label-Noise Information in Neural Network WeightsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified