Transfer Learning

Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018 Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018 Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018 The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018 Unsupervised Multilingual Word Embeddings EMNLP 2018 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017 Cross-lingual Name Tagging and Linking for 282 Languages ACL 2017 Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL 2017 One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ACL 2017 Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017 Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features COLING 2016 Multilingual Supervision of Semantic Annotation COLING 2016 Altitude Training: Strong Bounds for Single-Layer Dropout NeurIPS 2014 Correlated Bigram LSA for Unsupervised Language Model Adaptation NeurIPS 2008 Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach NeurIPS 2006