SOTAVerified

Memorization

Papers

Showing 9761000 of 1088 papers

TitleStatusHype
Quantifying Generalization Complexity for Large Language ModelsCode0
Fragments to Facts: Partial-Information Fragment Inference from LLMsCode0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Memorization in Self-Supervised Learning Improves Downstream GeneralizationCode0
DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of SkillsCode0
Benchmarking Abstract and Reasoning Abilities Through A Theoretical PerspectiveCode0
Span Selection Pre-training for Question AnsweringCode0
Finding Memo: Extractive Memorization in Constrained Sequence Generation TasksCode0
Automatic Classification of Attributes in German Adjective-Noun PhrasesCode0
Quantifying the Corpus Bias Problem in Automatic Music Transcription SystemsCode0
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance EvaluationCode0
Attributing Culture-Conditioned Generations to Pretraining CorporaCode0
Split and Rephrase: Better Evaluation and Stronger BaselinesCode0
Memorization With Neural Nets: Going Beyond the Worst CaseCode0
Querying Kernel Methods Suffices for Reconstructing their Training DataCode0
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental LearningCode0
Question Dependent Recurrent Entity Network for Question AnsweringCode0
An Inversion-based Measure of Memorization for Diffusion ModelsCode0
Memory-Modular Classification: Learning to Generalize with Memory ReplacementCode0
Copyright Violations and Large Language ModelsCode0
Split and Rephrase: Better Evaluation and a Stronger BaselineCode0
Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender BiasCode0
The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text MemorizationCode0
Meta-Learning without MemorizationCode0
Meta-Regularization by Enforcing Mutual-ExclusivenessCode0
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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