Transfer Learning

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018 Low-resource named entity recognition via multi-source projection: Not quite there yet? EMNLP 2018 LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition Interspeech 2018 Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits ICML 2018 Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation EMNLP 2018 MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018 Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018 Mining Streaming and Temporal Data: from Representation to Knowledge IJCAI 2018 Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ACL 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 Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation CoRL 2018 Multi-source synthetic treebank creation for improved cross-lingual dependency parsing EMNLP 2018 Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018 Multi-task and Multi-lingual Joint Learning of Neural Lexical Utterance Classification based on Partially-shared Modeling COLING 2018 Multi-task dialog act and sentiment recognition on Mastodon COLING 2018 Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018 Multi-Task Learning for Argumentation Mining in Low-Resource Settings NAACL 2018 Multi-task learning for historical text normalization: Size matters ACL 2018 Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment NAACL 2018 Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces Interspeech 2018 Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition Interspeech 2018 Multi-Task Neural Models for Translating Between Styles Within and Across Languages COLING 2018 Multitask Parsing Across Semantic Representations ACL 2018 Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR 2018