SOTAVerified

Memorization

Papers

Showing 341350 of 1088 papers

TitleStatusHype
Pruning as a Defense: Reducing Memorization in Large Language Models0
Rethinking Benign Overfitting in Two-Layer Neural Networks0
Continual Learning Should Move Beyond Incremental Classification0
Logarithmic Width Suffices for Robust Memorization0
Retrieval-augmented Encoders for Extreme Multi-label Text Classification0
The Vendiscope: An Algorithmic Microscope For Data Collections0
Diffusing DeBias: a Recipe for Turning a Bug into a Feature0
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept UnderstandingCode0
Redistribute Ensemble Training for Mitigating Memorization in Diffusion ModelsCode0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers0
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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