Transfer Learning

Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment NAACL 2022 ‘Meet me at the ribary’ – Acceptability of spelling variants in free-text answers to listening comprehension prompts NAACL 2022 MEMO: Test Time Robustness via Adaptation and Augmentation NeurIPS 2022 Merging Models with Fisher-Weighted Averaging NeurIPS 2022 MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022 Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning AutoML 2022 Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification NeurIPS 2022 Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022 Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022 Meta-Learning Dynamics Forecasting Using Task Inference NeurIPS 2022 Meta-Learning Hypothesis Spaces for Sequential Decision-making ICML 2022 Meta Learning MDPs with linear transition models AISTATS 2022 Meta-learning without data via Wasserstein distributionally-robust model fusion UAI 2022 MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022 MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning EMNLP 2022 Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022 Misinformation Detection in the Wild: News Source Classification as a Proxy for Non-article Texts EMNLP 2022 MLSLT: Towards Multilingual Sign Language Translation CVPR 2022 Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022 Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search ICML 2022 Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022 Model Selection in Batch Policy Optimization ICML 2022 Models Out of Line: A Fourier Lens on Distribution Shift Robustness NeurIPS 2022