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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks ACL 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021
Active Curriculum Learning ACL 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ACL 2021
Learning to Generate Task-Specific Adapters from Task Description ACL 2021
Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games ACL 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021
TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation EMNLP 2021
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
Semi-supervised Relation Extraction via Incremental Meta Self-Training EMNLP 2021
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation CVPR 2021
Meta-Learning Reliable Priors in the Function Space NIPS 2021
Automatic Unsupervised Outlier Model Selection NIPS 2021
Meta-learning with an Adaptive Task Scheduler NIPS 2021
Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization NIPS 2021
Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems NIPS 2021
How Fine-Tuning Allows for Effective Meta-Learning NIPS 2021
Gradient-based Hyperparameter Optimization Over Long Horizons NIPS 2021
Hyperparameter Tuning is All You Need for LISTA NIPS 2021