SOTAVerified

Memorization

Papers

Showing 521530 of 1088 papers

TitleStatusHype
Deep Learning is Provably Robust to Symmetric Label Noise0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization0
In-Context Learning Strategies Emerge Rationally0
Decoupling Gating from Linearity0
Decoding Generalization from Memorization in Deep Neural Networks0
Improving word alignment for low resource languages using English monolingual SRL0
Improving Model Generalization: A Chinese Named Entity Recognition Case Study0
Between Randomness and Arbitrariness: Some Lessons for Reliable Machine Learning at Scale0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation0
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation0
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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