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Memorization

Papers

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Showing 926–950 of 1088 papers

TitleStatusHype
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text ClassificationCode0
3D-EX : A Unified Dataset of Definitions and Dictionary ExamplesCode0
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?Code0
Auditing Data Provenance in Text-Generation ModelsCode0
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?Code0
Why Deep Learning GeneralizesCode0
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model TrainingCode0
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based InitializationCode0
The Privacy Onion Effect: Memorization is RelativeCode0
Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledgeCode0
Variational Recurrent Models for Solving Partially Observable Control TasksCode0
Bidirectional deep-readout echo state networksCode0
How does Disagreement Help Generalization against Label Corruption?Code0
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text ScoringCode0
Slope and generalization properties of neural networksCode0
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image RetrievalCode0
Holistic Label Correction for Noisy Multi-Label ClassificationCode0
Small Transformers Compute Universal Metric EmbeddingsCode0
Transition Propagation Graph Neural Networks for Temporal NetworksCode0
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?Code0
Provably Confidential Language ModellingCode0
Adaptive Sample Selection for Robust Learning under Label NoiseCode0
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain AdaptationCode0
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept UnderstandingCode0
Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic DataCode0
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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