Meta-Learning

CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022 CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost ACL 2022 CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022 Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022 Conditional Meta-Learning of Linear Representations NeurIPS 2022 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 Cross-Domain Few-Shot Learning With Task-Specific Adapters CVPR 2022 Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation NeurIPS 2022 Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022 Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis Interspeech 2022 DeepStochLog: Neural Stochastic Logic Programming AAAI 2022 Depth is More Powerful than Width with Prediction Concatenation in Deep Forest NeurIPS 2022 Differentiable Architecture Search for Reinforcement Learning AutoML 2022 Differentiable Causal Discovery Under Latent Interventions CLeaR 2022 DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NeurIPS 2022 DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation EMNLP 2022 Distributionally Adaptive Meta Reinforcement Learning NeurIPS 2022 Distributional Reinforcement Learning for Risk-Sensitive Policies NeurIPS 2022 DivBO: Diversity-aware CASH for Ensemble Learning NeurIPS 2022 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NeurIPS 2022 DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022 Dynamic Domain Generalization IJCAI 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NeurIPS 2022 Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability ALT 2022