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Meta-Learning

1,529 papers

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Papers

Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features ACL 2022
BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL 2022
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ACL 2022
Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ACL 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022
CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost ACL 2022
Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy AISTATS 2022
Neural Contextual Bandits without Regret AISTATS 2022
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS 2022
Metalearning Linear Bandits by Prior Update AISTATS 2022
Meta Learning MDPs with linear transition models AISTATS 2022
Efficient Online Bayesian Inference for Neural Bandits AISTATS 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability ALT 2022
Differentiable Causal Discovery Under Latent Interventions CLEAR 2022
Causal Bandits without prior knowledge using separating sets CLEAR 2022
MetaPrompting: Learning to Learn Better Prompts COLING 2022
Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression COLING 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation COLING 2022
Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference CVPR 2022