Transfer Learning

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL 2020 Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020 DoQA - Accessing Domain-Specific FAQs via Conversational QA ACL 2020 Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020 Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation ICML 2020 Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020 Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020 DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration MIDL 2020 DualTKB: A Dual Learning Bridge between Text and Knowledge Base EMNLP 2020 Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning EMNLP 2020 Dysarthric Speech Recognition Based on Deep Metric Learning Interspeech 2020 Effective Few-Shot Classification with Transfer Learning COLING 2020 Efficient Deep Reinforcement Learning via Adaptive Policy Transfer IJCAI 2020 Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages ACL 2020 Embodied Multimodal Multitask Learning IJCAI 2020 Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020 Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020 Empirical Likelihood for Contextual Bandits NeurIPS 2020 Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020 EnAsCorp1.0: English-Assamese Corpus AACL 2020 End-to-End Domain-Adversarial Voice Activity Detection Interspeech 2020 End-to-End Slot Alignment and Recognition for Cross-Lingual NLU EMNLP 2020 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020 Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020