Transfer Learning

Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NeurIPS 2019 Generalized Data Augmentation for Low-Resource Translation ACL 2019 Greedy Layerwise Learning Can Scale To ImageNet ICML 2019 Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019 Habitat: A Platform for Embodied AI Research ICCV 2019 Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019 Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019 How Multilingual is Multilingual BERT? ACL 2019 Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019 hULMonA: The Universal Language Model in Arabic ACL 2019 Identifying Android Malware Using Network-Based Approaches AAAI 2019 IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier ACL 2019 Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models CoRL 2019 IMHO Fine-Tuning Improves Claim Detection NAACL 2019 Improved Generalization of Arabic Text Classifiers ACL 2019 Improved Low-Resource Somali Speech Recognition by Semi-Supervised Acoustic and Language Model Training Interspeech 2019 Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019 Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019 Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data NAACL 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 Improving Precision of Grammatical Error Correction with a Cheat Sheet ACL 2019 Improving Question Answering with External Knowledge EMNLP 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019 Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019