SOTAVerified

Memorization

Papers

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Showing 801–825 of 1088 papers

TitleStatusHype
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text ClassificationCode0
What Do Compressed Multilingual Machine Translation Models Forget?Code0
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models—0
Scaling Laws and Interpretability of Learning from Repeated Data—0
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization—0
AdaCap: Adaptive Capacity control for Feed-Forward Neural Networks—0
Affective Medical Estimation and Decision Making via Visualized Learning and Deep LearningCode0
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningCode0
Provably Confidential Language ModellingCode0
Mixup-based Deep Metric Learning Approaches for Incomplete Supervision—0
Detecting Unintended Memorization in Language-Model-Fused ASR—0
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language ModelsCode0
Local Feature Swapping for Generalization in Reinforcement Learning—0
Towards Differential Relational Privacy and its use in Question Answering—0
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation—0
On the Generalization Mystery in Deep Learning—0
Data Contamination: From Memorization to ExploitationCode0
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks—0
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models—0
Memory Planning for Deep Neural Networks—0
Do We Need to Penalize Variance of Losses for Learning with Label Noise?—0
Collaborative Learning in General Graphs with Limited Memorization: Complexity, Learnability, and Reliability—0
Universal Online Learning with Unbounded Losses: Memory Is All You Need—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Provably Confidential Language Modelling—0
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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