SOTAVerified

Memorization

Papers

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Showing 26–50 of 1088 papers

TitleStatusHype
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI ToolCode2
Drive Like a Human: Rethinking Autonomous Driving with Large Language ModelsCode2
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion modelsCode2
Causal Reasoning and Large Language Models: Opening a New Frontier for CausalityCode2
DS-1000: A Natural and Reliable Benchmark for Data Science Code GenerationCode2
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt LearningCode2
PaLM: Scaling Language Modeling with PathwaysCode2
Quantifying Memorization Across Neural Language ModelsCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
Learning explanations that are hard to varyCode2
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data ContaminationCode1
Generative Modeling of Weights: Generalization or Memorization?Code1
How does Transformer Learn Implicit Reasoning?Code1
Pre-training Large Memory Language Models with Internal and External KnowledgeCode1
Generative Evaluation of Complex Reasoning in Large Language ModelsCode1
GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical ReasoningCode1
LoTUS: Large-Scale Machine Unlearning with a Taste of UncertaintyCode1
Can Language Models Follow Multiple Turns of Entangled Instructions?Code1
Data Unlearning in Diffusion ModelsCode1
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMsCode1
Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement FilteringCode1
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training LayersCode1
The Complexity Dynamics of GrokkingCode1
The Pitfalls of Memorization: When Memorization Hurts GeneralizationCode1
What Do Learning Dynamics Reveal About Generalization in LLM Reasoning?Code1
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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