Transformers

Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018 View Extrapolation of Human Body From a Single Image CVPR 2018 Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network CVPR 2018 WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition EMNLP 2018 Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots EMNLP 2018 Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures EMNLP 2018 Zero Pronoun Resolution with Attention-based Neural Network COLING 2018 Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 Adapting Sequence Models for Sentence Correction EMNLP 2017 Advances in Joint CTC-Attention Based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Interspeech 2017 Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings Interspeech 2017 Are Emojis Predictable? EACL 2017 A Regularized Framework for Sparse and Structured Neural Attention NeurIPS 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NeurIPS 2017 Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CoNLL 2017 Attention is All you Need NeurIPS 2017 Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017 Attention Strategies for Multi-Source Sequence-to-Sequence Learning ACL 2017 Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP 2017 Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017 CKY-based Convolutional Attention for Neural Machine Translation IJCNLP 2017 Context-Aware Prediction of Derivational Word-forms EACL 2017 Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis EACL 2017 Cortical microcircuits as gated-recurrent neural networks NeurIPS 2017