SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1001–1010 of 1088 papers

TitleStatusHype
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data—0
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning—0
Minimizing Memorization in Meta-learning: A Causal Perspective—0
Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy—0
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges—0
Mitigating Memorization in LLMs using Activation Steering—0
Mitigating Memorization in Sample Selection for Learning with Noisy Labels—0
Mitigating Sensitive Information Leakage in LLMs4Code through Machine Unlearning—0
Mitigating Unintended Memorization in Language Models via Alternating Teaching—0
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment—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