SOTAVerified

Memorization

Papers

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Showing 451–460 of 1088 papers

TitleStatusHype
Closed-Book Training to Improve Summarization Encoder Memory—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
Learned Random Label Predictions as a Neural Network Complexity Metric—0
Ethos: Rectifying Language Models in Orthogonal Parameter Space—0
Circuit-Based Intrinsic Methods to Detect Overfitting—0
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs—0
Suppressing Model Overfitting for Image Super-Resolution Networks—0
EnronQA: Towards Personalized RAG over Private Documents—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