Transfer Learning

Unsupervised Cross-lingual Transfer of Word Embedding Spaces EMNLP 2018 Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL 2018 Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018 Visualizing Phoneme Category Adaptation in Deep Neural Networks Interspeech 2018 XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018 Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018 Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens NAACL 2018 Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning NeurIPS 2018 3D Face Morphable Models "In-The-Wild" CVPR 2017 AccGenSVM: Selectively Transferring from Previous Hypotheses IJCAI 2017 Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017 Adaptive Randomized Dimension Reduction on Massive Data JMLR 2017 Adversarial Multi-task Learning for Text Classification ACL 2017 AGA: Attribute-Guided Augmentation CVPR 2017 All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages IJCNLP 2017 A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017 An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation ACL 2017 An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis Interspeech 2017 An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation Interspeech 2017 An N-Gram Based Approach to the Automatic Diagnosis of Alzheimer’s Disease from Spoken Language Interspeech 2017 A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017 A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax EACL 2017 A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task CoNLL 2017 A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017 A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion Interspeech 2017