SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–625 of 1088 papers

TitleStatusHype
Do LLMs Dream of Ontologies?Code0
Expressive Power of ReLU and Step Networks under Floating-Point Operations—0
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial TrainingCode0
Critical Data Size of Language Models from a Grokking Perspective—0
Understanding Learning through the Lens of Dynamical Invariants—0
Memorization in Self-Supervised Learning Improves Downstream GeneralizationCode0
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time SeriesCode0
A Good Score Does not Lead to A Good Generative ModelCode0
Learning with Structural Labels for Learning with Noisy Labels—0
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from GeneralizationCode0
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation—0
BloomVQA: Assessing Hierarchical Multi-modal Comprehension—0
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy LabelsCode0
Social Learning: Towards Collaborative Learning with Large Language Models—0
Lifted RDT based capacity analysis of the 1-hidden layer treelike sign perceptrons neural networks—0
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language ModelsCode0
SoK: Unintended Interactions among Machine Learning Defenses and RisksCode0
Understanding (Un)Intended Memorization in Text-to-Image Generative Models—0
Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication—0
Scalable Extraction of Training Data from (Production) Language Models—0
Continual Referring Expression Comprehension via Dual Modular MemorizationCode0
Positional Description Matters for Transformers Arithmetic—0
CSGNN: Conquering Noisy Node labels via Dynamic Class-wise Selection—0
Negotiated Representations for Machine Mearning ApplicationCode0
On Retrieval Augmentation and the Limitations of Language Model Training—0
Show:102550
← PrevPage 25 of 44Next →

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