Recurrent Neural Networks

Get To The Point: Summarization with Pointer-Generator Networks ACL 2017 Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees ACL 2017 Hierarchically-Attentive RNN for Album Summarization and Storytelling EMNLP 2017 Identifying attack and support argumentative relations using deep learning EMNLP 2017 Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects CVPR 2017 Investigating Efficient Feature Representation Methods and Training Objective for BLSTM-Based Phone Duration Prediction Interspeech 2017 Japanese Sentence Compression with a Large Training Dataset ACL 2017 Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models Interspeech 2017 Learning Hierarchical Information Flow with Recurrent Neural Modules NeurIPS 2017 Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ACL 2017 Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017 Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks EMNLP 2017 Linguistically Regularized LSTM for Sentiment Classification ACL 2017 MaskRNN: Instance Level Video Object Segmentation NeurIPS 2017 Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NeurIPS 2017 Mimicking Word Embeddings using Subword RNNs EMNLP 2017 Modeling Source Syntax for Neural Machine Translation ACL 2017 Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks CVPR 2017 Nested LSTMs ACML 2017 Neural Discontinuous Constituency Parsing EMNLP 2017 Neural Lattice-to-Sequence Models for Uncertain Inputs EMNLP 2017 Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis ACL 2017 Neural Sequence Learning Models for Word Sense Disambiguation EMNLP 2017 On Human Motion Prediction Using Recurrent Neural Networks CVPR 2017 Predictive-State Decoders: Encoding the Future into Recurrent Networks NeurIPS 2017