Recurrent Neural Networks

Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018 Learning long-range spatial dependencies with horizontal gated recurrent units NeurIPS 2018 Learning representations for sentiment classification using Multi-task framework EMNLP 2018 Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018 Learning to Reason with Third Order Tensor Products NeurIPS 2018 Left-Right Comparative Recurrent Model for Stereo Matching CVPR 2018 LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs EMNLP 2018 Limitations in learning an interpreted language with recurrent models EMNLP 2018 Low-rank passthrough neural networks ACL 2018 LSTM Pose Machines CVPR 2018 LSTMs Exploit Linguistic Attributes of Data ACL 2018 Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018 Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018 Memory Architectures in Recurrent Neural Network Language Models ICLR 2018 Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ACL 2018 Multiple Granularity Group Interaction Prediction CVPR 2018 Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NeurIPS 2018 MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses CVPR 2018 Named Entity Recognition for Hindi-English Code-Mixed Social Media Text ACL 2018 Named Entity Recognition With Parallel Recurrent Neural Networks ACL 2018 N-ary Relation Extraction using Graph-State LSTM EMNLP 2018 NCRF++: An Open-source Neural Sequence Labeling Toolkit ACL 2018 Neural-Davidsonian Semantic Proto-role Labeling EMNLP 2018 Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR 2018 Neural Speed Reading via Skim-RNN ICLR 2018