Domain Adaptation

Model Transfer with Explicit Knowledge of the Relation between Class Definitions CoNLL 2018 Modular Vehicle Control for Transferring Semantic Information Between Weather Conditions Using GANs CoRL 2018 Modulation Dynamic Features for the Detection of Replay Attacks Interspeech 2018 Motion Segmentation by Exploiting Complementary Geometric Models CVPR 2018 Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018 Multi-grained Attention Network for Aspect-Level Sentiment Classification EMNLP 2018 Multi-Hop Knowledge Graph Reasoning with Reward Shaping EMNLP 2018 Multinomial Adversarial Networks for Multi-Domain Text Classification NAACL 2018 Multi-Source Domain Adaptation with Mixture of Experts EMNLP 2018 Multi-task learning for historical text normalization: Size matters ACL 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 Adaptive Content-aware Internet Video Delivery OSDI 2018 Neural Language Codes for Multilingual Acoustic Models Interspeech 2018 Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis CoNLL 2018 Neural Relation Classification with Text Descriptions COLING 2018 NLP Lean Programming Framework: Developing NLP Applications More Effectively NAACL 2018 Non-Adversarial Unsupervised Word Translation EMNLP 2018 Novel Variable Length Energy Separation Algorithm Using Instantaneous Amplitude Features for Replay Detection Interspeech 2018 Object Counts! Bringing Explicit Detections Back into Image Captioning NAACL 2018 One-Shot Unsupervised Cross Domain Translation NeurIPS 2018 On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018 Online Incremental Learning for Speaker-Adaptive Language Models Interspeech 2018 On the Efficiency of Data Collection for Crowdsourced Classification IJCAI 2018 Optimization over Continuous and Multi-dimensional Decisions with Observational Data NeurIPS 2018