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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network CVPR 2017
Feedback Networks CVPR 2017
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks CVPR 2017
Transition-Based Disfluency Detection using LSTMs EMNLP 2017
Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks EMNLP 2017
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models EMNLP 2017
Using Context Information for Dialog Act Classification in DNN Framework EMNLP 2017
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events EMNLP 2017
Neural Discontinuous Constituency Parsing EMNLP 2017
Neural Lattice-to-Sequence Models for Uncertain Inputs EMNLP 2017
Identifying attack and support argumentative relations using deep learning EMNLP 2017
AMR Parsing using Stack-LSTMs EMNLP 2017
Neural Sequence Learning Models for Word Sense Disambiguation EMNLP 2017
Hierarchically-Attentive RNN for Album Summarization and Storytelling EMNLP 2017
Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture EMNLP 2017
Question Generation for Question Answering EMNLP 2017
Deep Neural Solver for Math Word Problems EMNLP 2017
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017
Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017
Mimicking Word Embeddings using Subword RNNs EMNLP 2017
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017
Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks ACL 2017
Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ACL 2017
Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis ACL 2017
Linguistically Regularized LSTM for Sentiment Classification ACL 2017