Recurrent Neural Networks

Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM AAAI 2019 Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex NeurIPS 2019 VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases EMNLP 2019 What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons EMNLP 2019 When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019 Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019 Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019 YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019 Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NeurIPS 2018 A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018 A Neural Representation of Sketch Drawings ICLR 2018 Approximating Real-Time Recurrent Learning with Random Kronecker Factors NeurIPS 2018 A Sequence Learning Method for Domain-Specific Entity Linking ACL 2018 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 A Tree-based Decoder for Neural Machine Translation EMNLP 2018 Attention in Convolutional LSTM for Gesture Recognition NeurIPS 2018 Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring ACL 2018 Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs ICLR 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 Breaking the Activation Function Bottleneck through Adaptive Parameterization NeurIPS 2018 Building Context-aware Clause Representations for Situation Entity Type Classification EMNLP 2018 Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018 Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction ACML 2018 Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network ACL 2018 Chinese NER Using Lattice LSTM ACL 2018