Transformers

Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging EMNLP 2018 Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network EMNLP 2018 Improving the Transformer Translation Model with Document-Level Context EMNLP 2018 INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018 Input Combination Strategies for Multi-Source Transformer Decoder EMNLP 2018 Integrating Transformer and Paraphrase Rules for Sentence Simplification EMNLP 2018 KIT’s IWSLT 2018 SLT Translation System EMNLP 2018 Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture EMNLP 2018 Latent Alignment and Variational Attention NeurIPS 2018 Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NeurIPS 2018 Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018 Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018 Marian: Fast Neural Machine Translation in C++ ACL 2018 Mesh-TensorFlow: Deep Learning for Supercomputers NeurIPS 2018 Middle-Out Decoding NeurIPS 2018 Modeling Localness for Self-Attention Networks EMNLP 2018 Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks Interspeech 2018 Monotonic Chunkwise Attention ICLR 2018 MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing EMNLP 2018 Multi-encoder Transformer Network for Automatic Post-Editing EMNLP 2018 Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering ACL 2018 Multi-Head Attention with Disagreement Regularization EMNLP 2018 Multi-Head Decoder for End-to-End Speech Recognition Interspeech 2018 Multi-layer Representation Fusion for Neural Machine Translation COLING 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018