SOTAVerified

Memorization

Papers

Showing 441450 of 1088 papers

TitleStatusHype
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks0
Integrating Functionalities To A System Via Autoencoder Hippocampus Network0
Closed-Book Training to Improve Summarization Encoder Memory0
Redundancy and Concept Analysis for Code-trained Language Models0
Interrogating LLM design under a fair learning doctrine0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets0
A Lightweight Method to Disrupt Memorized Sequences in LLM0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks0
Ethos: Rectifying Language Models in Orthogonal Parameter Space0
Circuit-Based Intrinsic Methods to Detect Overfitting0
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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