Transformers

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019 Deep Copycat Networks for Text-to-Text Generation EMNLP 2019 DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis IJCAI 2019 Deep Equilibrium Models NeurIPS 2019 Deep Learning for Natural Language Inference NAACL 2019 Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019 Dense Transformer Networks for Brain Electron Microscopy Image Segmentation IJCAI 2019 Depth Growing for Neural Machine Translation ACL 2019 DFKI-NMT Submission to the WMT19 News Translation Task ACL 2019 Dialect Text Normalization to Normative Standard Finnish EMNLP 2019 Dialogue Act Classification with Context-Aware Self-Attention NAACL 2019 Dialogue-Act Prediction of Future Responses Based on Conversation History ACL 2019 Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing ACL 2019 Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification EMNLP 2019 Do Multi-hop Readers Dream of Reasoning Chains? EMNLP 2019 DppNet: Approximating Determinantal Point Processes with Deep Networks NeurIPS 2019 DTMT: A Novel Deep Transition Architecture for Neural Machine Translation AAAI 2019 Dual Attention Network for Scene Segmentation CVPR 2019 DUT-BIM at MEDIQA 2019: Utilizing Transformer Network and Medical Domain-Specific Contextualized Representations for Question Answering ACL 2019 Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019 Effective Use of Transformer Networks for Entity Tracking EMNLP 2019 Efficient Convolutional Neural Networks for Diacritic Restoration EMNLP 2019 Efficient Graph Generation with Graph Recurrent Attention Networks NeurIPS 2019 Effort-Aware Neural Automatic Post-Editing ACL 2019 Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches SemEval 2019