Transfer Learning

Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017 Matching neural paths: transfer from recognition to correspondence search NeurIPS 2017 Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ACL 2017 Multilingual Training of Crosslingual Word Embeddings EACL 2017 Multi-Task Learning for Mispronunciation Detection on Singapore Children’s Mandarin Speech Interspeech 2017 Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models IJCNLP 2017 Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017 Mutual Alignment Transfer Learning CoRL 2017 Neural Domain Adaptation for Biomedical Question Answering CoNLL 2017 Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search EMNLP 2017 Neural Program Meta-Induction NeurIPS 2017 Neural Relation Extraction with Multi-lingual Attention ACL 2017 Neural Structural Correspondence Learning for Domain Adaptation CoNLL 2017 Neural System Combination for Machine Translation ACL 2017 Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario EACL 2017 NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017 NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture SemEval 2017 One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ACL 2017 On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017 On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition Interspeech 2017 Overcoming Catastrophic Forgetting by Incremental Moment Matching NeurIPS 2017 Parser Adaptation for Social Media by Integrating Normalization ACL 2017 Prerequisite Relation Learning for Concepts in MOOCs ACL 2017 Progressive Neural Networks for Transfer Learning in Emotion Recognition Interspeech 2017 Question Answering through Transfer Learning from Large Fine-grained Supervision Data ACL 2017