Transfer Learning

Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation Models NAACL 2021 Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NeurIPS 2021 Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks EMNLP 2021 DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021 Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021 Distance-Based Regularisation of Deep Networks for Fine-Tuning ICLR 2021 Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors NAACL 2021 Distant Transfer Learning via Deep Random Walk AAAI 2021 Distilling Image Classifiers in Object Detectors NeurIPS 2021 Distilling Linguistic Context for Language Model Compression EMNLP 2021 Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation EMNLP 2021 Distributed Nyström Kernel Learning with Communications ICML 2021 Diverse Message Passing for Attribute with Heterophily NeurIPS 2021 Diverse Pretrained Context Encodings Improve Document Translation ACL 2021 Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation ACL 2021 Document-Level Event Argument Extraction by Conditional Generation NAACL 2021 Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021 Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021 Domain Adaptation Using System Invariant Dynamics Models L4DC 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 Domain-Adaptive Few-Shot Learning WACV 2021 Domain Invariant Representation Learning with Domain Density Transformations NeurIPS 2021 Domain-Robust Visual Imitation Learning with Mutual Information Constraints ICLR 2021 Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021 Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning Interspeech 2021