Architectures

Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks ACL 2019 Sequence to Sequence Learning for Query Expansion AAAI 2019 Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition Interspeech 2019 Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Interspeech 2019 Sequential Attention with Keyword Mask Model for Community-based Question Answering NAACL 2019 Sequential Learning of Convolutional Features for Effective Text Classification EMNLP 2019 Sequential Neural Networks as Automata ACL 2019 Session-Based Recommendation with Graph Neural Networks AAAI 2019 Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks ICML 2019 Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices NeurIPS 2019 ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CoNLL 2019 Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images ICCV 2019 Shape Constraints for Set Functions ICML 2019 SHE: A Fast and Accurate Deep Neural Network for Encrypted Data NeurIPS 2019 ShellNet: Efficient Point Cloud Convolutional Neural Networks Using Concentric Shells Statistics ICCV 2019 Shifting More Attention to Video Salient Object Detection CVPR 2019 Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System Interspeech 2019 Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning NAACL 2019 Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking CVPR 2019 SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks CVPR 2019 Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ACL 2019 Simple and Effective Noisy Channel Modeling for Neural Machine Translation EMNLP 2019 Simple and Effective Text Matching with Richer Alignment Features ACL 2019 Simple Attention-Based Representation Learning for Ranking Short Social Media Posts NAACL 2019 Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation EMNLP 2019