SOTAVerified

Memorization

Papers

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Showing 51–60 of 1088 papers

TitleStatusHype
Sudoku-Bench: Evaluating creative reasoning with Sudoku variantsCode0
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement LearningCode4
Pre-training Large Memory Language Models with Internal and External KnowledgeCode1
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities—0
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs—0
SifterNet: A Generalized and Model-Agnostic Trigger Purification Approach—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability—0
Fragments to Facts: Partial-Information Fragment Inference from LLMsCode0
Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks—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