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Memorization

Papers

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Showing 701–725 of 1088 papers

TitleStatusHype
The Creative Frontier of Generative AI: Managing the Novelty-Usefulness Tradeoff—0
Memorization Capacity of Multi-Head Attention in TransformersCode0
Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training—0
Conditionally Strongly Log-Concave Generative ModelsCode0
On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization—0
Training Data Extraction From Pre-trained Language Models: A Survey—0
A Causal View of Entity Bias in (Large) Language ModelsCode0
Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies—0
Mitigating Label Noise through Data AmbiguationCode0
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine ConversationsCode0
Continual Dialogue State Tracking via Example-Guided Question AnsweringCode0
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate—0
How Spurious Features Are Memorized: Precise Analysis for Random and NTK FeaturesCode0
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and CredibilityCode0
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information—0
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models—0
Surveying Generative AI's Economic Expectations—0
When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback?—0
Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy—0
Redundancy and Concept Analysis for Code-trained Language Models—0
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
Emergent and Predictable Memorization in Large Language Models—0
Why Does ChatGPT Fall Short in Providing Truthful Answers?—0
An Evaluation on Large Language Model Outputs: Discourse and Memorization—0
Transition Propagation Graph Neural Networks for Temporal NetworksCode0
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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