SOTAVerified

Memorization

Papers

Showing 3140 of 1088 papers

TitleStatusHype
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt LearningCode2
PaLM: Scaling Language Modeling with PathwaysCode2
Quantifying Memorization Across Neural Language ModelsCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
Learning explanations that are hard to varyCode2
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data ContaminationCode1
Generative Modeling of Weights: Generalization or Memorization?Code1
How does Transformer Learn Implicit Reasoning?Code1
Pre-training Large Memory Language Models with Internal and External KnowledgeCode1
Generative Evaluation of Complex Reasoning in Large Language ModelsCode1
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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