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Memorization

Papers

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Showing 801–850 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
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models—0
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks—0
Universal Online Learning: an Optimistically Universal Learning Rule—0
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management—0
Counterfactual Memorization in Neural Language Models—0
Economics of Innovation and Perceptions of Renewed Education and Curriculum Design in Bangladesh—0
Learning Positional Embeddings for Coordinate-MLPs—0
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation—0
SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning—0
On Memorization in Probabilistic Deep Generative ModelsCode0
ModelPred: A Framework for Predicting Trained Model from Training DataCode0
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning—0
Enhanced Membership Inference Attacks against Machine Learning Models—0
Data Contamination: From Memorization to Exploitation—0
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification—0
Regularising Fisher Information Improves Cross-lingual Generalisation—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers—0
Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark—0
On the Optimal Memorization Power of ReLU Neural Networks—0
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine TranslationCode0
How BPE Affects Memorization in Transformers—0
Unleash the Potential of Adaptation Models via Dynamic Domain Labels—0
Stop just recalling memorized relations: Extracting Unseen Relational Triples from the context—0
Distributed Skellam Mechanism: a Novel Approach to Federated Learning with Differential Privacy—0
Can Label-Noise Transition Matrix Help to Improve Sample Selection and Label Correction?—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