Transfer Learning

MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge SemEval 2018 Model-Level Dual Learning ICML 2018 Multi-lingual neural title generation for e-Commerce browse pages NAACL 2018 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Multi-Module Recurrent Neural Networks with Transfer Learning NAACL 2018 Multi-task learning for historical text normalization: Size matters ACL 2018 Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018 Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces Interspeech 2018 Multitask Parsing Across Semantic Representations ACL 2018 Music Genre Recognition Using Deep Neural Networks and Transfer Learning Interspeech 2018 Named-Entity Tagging and Domain adaptation for Better Customized Translation ACL 2018 Neural Adaptation Layers for Cross-domain Named Entity Recognition EMNLP 2018 Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task EMNLP 2018 Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018 Neural Networks Trained to Solve Differential Equations Learn General Representations NeurIPS 2018 Neural Transition-based String Transduction for Limited-Resource Setting in Morphology COLING 2018 NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension SemEval 2018 NLP Web Services for Resource-Scarce Languages ACL 2018 Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018 Online Heterogeneous Transfer Metric Learning IJCAI 2018 Parameter sharing between dependency parsers for related languages EMNLP 2018 Parser Training with Heterogeneous Treebanks ACL 2018 Part of Speech Tagging in Luyia: A Bantu Macrolanguage COLING 2018 PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018 People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting CVPR 2018