Transfer Learning

Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022 Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022 Learning to Estimate Object Poses without Real Image Annotations IJCAI 2022 Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference EMNLP 2022 Learning to Infer Structures of Network Games ICML 2022 Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022 Learning to Transfer with von Neumann Conditional Divergence AAAI 2022 Learning transferable motor skills with hierarchical latent mixture policies ICLR 2022 Learning Visualization Policies of Augmented Reality for Human-Robot Collaboration CoRL 2022 Learn what matters: cross-domain imitation learning with task-relevant embeddings NeurIPS 2022 LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue AACL 2022 LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation COLING 2022 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022 LEVEN: A Large-Scale Chinese Legal Event Detection Dataset ACL 2022 Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection CoNLL 2022 Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient Methods IJCAI 2022 Leveraging Initial Hints for Free in Stochastic Linear Bandits ALT 2022 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022 Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022 LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases COLING 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022 LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NeurIPS 2022 Linearizing contextual bandits with latent state dynamics UAI 2022 Linking Emergent and Natural Languages via Corpus Transfer ICLR 2022