Transformers

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism NeurIPS 2019 Graph Based Translation Memory for Neural Machine Translation AAAI 2019 Graph Transformer Networks NeurIPS 2019 HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019 Hierarchical Attention Network for Image Captioning AAAI 2019 Hierarchical Diffusion Attention Network IJCAI 2019 Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019 Hierarchical Pointer Net Parsing EMNLP 2019 Hierarchical Self-Attention Network for Action Localization in Videos ICCV 2019 Hierarchical Transformers for Multi-Document Summarization ACL 2019 Higher-order Comparisons of Sentence Encoder Representations EMNLP 2019 Highly Effective Arabic Diacritization using Sequence to Sequence Modeling NAACL 2019 HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews AAAI 2019 HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding CoNLL 2019 How Multilingual is Multilingual BERT? ACL 2019 How well do NLI models capture verb veridicality? EMNLP 2019 Human Mesh Recovery From Monocular Images via a Skeleton-Disentangled Representation ICCV 2019 Humor Detection: A Transformer Gets the Last Laugh EMNLP 2019 IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier ACL 2019 Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning Interspeech 2019 Improving Abstractive Document Summarization with Salient Information Modeling ACL 2019 Improving Answer Selection and Answer Triggering using Hard Negatives EMNLP 2019 Improving Cuneiform Language Identification with BERT NAACL 2019 Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019 Improving Long Distance Slot Carryover in Spoken Dialogue Systems ACL 2019