SOTAVerified

Memorization

Papers

Showing 101110 of 1088 papers

TitleStatusHype
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization0
RARE: Retrieval-Augmented Reasoning ModelingCode2
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction0
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use0
SUV: Scalable Large Language Model Copyright Compliance with Regularized Selective Unlearning0
Malicious and Unintentional Disclosure Risks in Large Language Models for Code Generation0
Quantifying the Ease of Reproducing Training Data in Unconditional Diffusion Models0
LoTUS: Large-Scale Machine Unlearning with a Taste of UncertaintyCode1
PALATE: Peculiar Application of the Law of Total Expectation to Enhance the Evaluation of Deep Generative ModelsCode0
Exploring the Hidden Reasoning Process of Large Language Models by Misleading Them0
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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