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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Multi-task and meta-learning with sparse linear bandits UAI 2021
Task similarity aware meta learning: theory-inspired improvement on MAML UAI 2021
Probabilistic task modelling for meta-learning UAI 2021
Learning to learn with Gaussian processes UAI 2021
Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems RSS 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora SEMEVAL 2021
Emotional RobBERT and Insensitive BERTje: Combining Transformers and Affect Lexica for Dutch Emotion Detection EACL 2021
Keep Learning: Self-supervised Meta-learning for Learning from Inference EACL 2021
Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification EACL 2021
Few Shot Dialogue State Tracking using Meta-learning EACL 2021
Trajectory-Based Meta-Learning for Out-Of-Vocabulary Word Embedding Learning EACL 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning IJCNLP 2021
Continual Quality Estimation with Online Bayesian Meta-Learning 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
Rational LAMOL: A Rationale-based Lifelong Learning Framework IJCNLP 2021
Learning to Generate Task-Specific Adapters from Task Description IJCNLP 2021
On the cross-lingual transferability of multilingual prototypical models across NLU tasks IJCNLP 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning IJCNLP 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance IJCNLP 2021
Semi-Supervised Learning with Meta-Gradient AISTATS 2021
Low-Rank Generalized Linear Bandit Problems AISTATS 2021
Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings AISTATS 2021