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Meta-Learning

1,529 papers

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Papers

PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning IJCNLP 2021
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning IJCNLP 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework IJCNLP 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
Meta-Learning to Compositionally Generalize IJCNLP 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation IJCNLP 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance IJCNLP 2021
Continual Quality Estimation with Online Bayesian Meta-Learning IJCNLP 2021
Learning to Generate Task-Specific Adapters from Task Description IJCNLP 2021
Meta Learning and Its Applications to Natural Language Processing IJCNLP 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer IJCNLP 2021
Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning IJCNLP 2021
On the cross-lingual transferability of multilingual prototypical models across NLU tasks IJCNLP 2021
Improved Meta-Learning Training for Speaker Verification INTERSPEECH 2021
A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples INTERSPEECH 2021
Auto-KWS 2021 Challenge: Task, Datasets, and Baselines INTERSPEECH 2021
mlr3pipelines - Flexible Machine Learning Pipelines in R JMLR 2021
Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures JMLR 2021
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning JMLR 2021
Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021
Power Constrained Bandits MLHC 2021
Meta-Learning for Domain Generalization in Semantic Parsing NAACL 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning NAACL 2021