SOTAVerified

Memorization

Papers

Showing 821830 of 1088 papers

TitleStatusHype
Do We Need to Penalize Variance of Losses for Learning with Label Noise?0
Collaborative Learning in General Graphs with Limited Memorization: Complexity, Learnability, and Reliability0
Universal Online Learning with Unbounded Losses: Memory Is All You Need0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks0
Provably Confidential Language Modelling0
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models0
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks0
Universal Online Learning: an Optimistically Universal Learning Rule0
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management0
Counterfactual Memorization in Neural Language Models0
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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