Recurrent Neural Networks

An LSTM Adaptation Study of (Un)grammaticality ACL 2019 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019 Augmenting Neural Response Generation with Context-Aware Topical Attention ACL 2019 A Unified Model for Opinion Target Extraction and Target Sentiment Prediction AAAI 2019 Automating Analysis and Feedback to Improve Mathematics Teachers’ Classroom Discourse AAAI 2019 Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs NeurIPS 2019 Cell-aware Stacked LSTMs for Modeling Sentences ACML 2019 Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking EMNLP 2019 Character Eyes: Seeing Language through Character-Level Taggers ACL 2019 CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019 Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform AAAI 2019 Cubic LSTMs for Video Prediction AAAI 2019 CUNI–Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation ACL 2019 DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition CVPR 2019 DeepDPM: Dynamic Population Mapping via Deep Neural Network AAAI 2019 DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019 Deep Latent Generative Models for Energy Disaggregation AAAI 2019 Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019 Deep Learning with a Rethinking Structure for Multi-label Classification ACML 2019 De-Mixing Sentiment from Code-Mixed Text ACL 2019 Dependency-Guided LSTM-CRF for Named Entity Recognition EMNLP 2019 Dilated LSTM with attention for Classification of Suicide Notes EMNLP 2019 Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation EMNLP 2019 DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching AAAI 2019 Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations AAAI 2019