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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features ACL 2022
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation AUTOML 2022
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation NIPS 2022
Efficient Variance Reduction for Meta-learning ICML 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation EMNLP 2022
Prompt-Based Meta-Learning For Few-shot Text Classification EMNLP 2022
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ACL 2022
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022
Pre-training to Match for Unified Low-shot Relation Extraction ACL 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022
Learn to Adapt for Generalized Zero-Shot Text Classification ACL 2022
How to Distribute Data across Tasks for Meta-Learning? AAAI 2022
Meta-learning via Language Model In-context Tuning ACL 2022
A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022
Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 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
MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation NIPS 2022
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NIPS 2022
Learning to Learn Transferable Attack AAAI 2022
Giving Feedback on Interactive Student Programs with Meta-Exploration NIPS 2022
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity IJCAI 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022
Model-based Lifelong Reinforcement Learning with Bayesian Exploration NIPS 2022