SOTAVerified

Memorization

Papers

Showing 201210 of 1088 papers

TitleStatusHype
Memorization Precedes Generation: Learning Unsupervised GANs with Memory NetworksCode1
Scalability of memorization-based machine unlearningCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Data Contamination Can Cross Language BarriersCode1
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data ContaminationCode1
How does Transformer Learn Implicit Reasoning?Code1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion ModelsCode1
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization CorrelationsCode1
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
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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