Transformers

Constituency Parsing with a Self-Attentive Encoder ACL 2018 Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018 Contextual Parameter Generation for Universal Neural Machine Translation EMNLP 2018 Controllable Abstractive Summarization ACL 2018 CUNI Basque-to-English Submission in IWSLT18 EMNLP 2018 CUNI Submissions in WMT18 EMNLP 2018 CUNI System for the WMT18 Multimodal Translation Task EMNLP 2018 CUNI Transformer Neural MT System for WMT18 EMNLP 2018 Deep Attentive Sentence Ordering Network EMNLP 2018 Deep Communicating Agents for Abstractive Summarization NAACL 2018 Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018 Deep Learning Approaches to Text Production NAACL 2018 Deep Learning based Situated Goal-oriented Dialogue Systems Interspeech 2018 Deep Learning for Conversational AI NAACL 2018 Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR 2018 Densely Connected Attention Propagation for Reading Comprehension NeurIPS 2018 Design Challenges in Named Entity Transliteration COLING 2018 DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018 Differentiated Attentive Representation Learning for Sentence Classification IJCAI 2018 Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018 Double Path Networks for Sequence to Sequence Learning COLING 2018 Dynamic Evaluation of Neural Sequence Models ICML 2018 EmotionX-JTML: Detecting emotions with Attention ACL 2018 End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture EMNLP 2018 End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention Interspeech 2018