SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 691–700 of 1088 papers

TitleStatusHype
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention—0
Are Large Language Models Memorizing Bug Benchmarks?—0
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?—0
Are You Sure You Want To Do That? Classification with Verification—0
Are You Sure YouWant To Do That? Classification with Interpretable Queries—0
Arithmetic with Language Models: from Memorization to Computation—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
A Simple Model of Inference Scaling Laws—0
A Spline Theory of Deep Learning—0
Assessing Generalization in TD methods for Deep Reinforcement Learning—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