Recurrent Neural Networks

Learning efficient task-dependent representations with synaptic plasticity NeurIPS 2020 Learning Multi-Level Dependencies for Robust Word Recognition AAAI 2020 Learning to Optimize on SPD Manifolds CVPR 2020 Linear Dynamical Systems as a Core Computational Primitive NeurIPS 2020 Metaphor Detection using Ensembles of Bidirectional Recurrent Neural Networks ACL 2020 MIMAMO Net: Integrating Micro- and Macro-Motion for Video Emotion Recognition AAAI 2020 Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020 MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification EMNLP 2020 Mogrifier LSTM ICLR 2020 Multi-Zone Unit for Recurrent Neural Networks AAAI 2020 MUSIC COLLAB: An IoT and ML Based Solution for Remote Music Collaboration (Student Abstract) AAAI 2020 Neural Dialogue State Tracking with Temporally Expressive Networks EMNLP 2020 Neural Metaphor Detection with a Residual biLSTM-CRF Model ACL 2020 NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets EMNLP 2020 Orderless Recurrent Models for Multi-Label Classification CVPR 2020 Particle Filter Recurrent Neural Networks AAAI 2020 Path Ranking with Attention to Type Hierarchies AAAI 2020 Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network AAAI 2020 Recurrent Inference in Text Editing EMNLP 2020 Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment ACL 2020 Regularizing Towards Permutation Invariance In Recurrent Models NeurIPS 2020 Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs ACL 2020 Reservoir Computing meets Recurrent Kernels and Structured Transforms NeurIPS 2020 RNNs can generate bounded hierarchical languages with optimal memory EMNLP 2020 Robust Named Entity Recognition with Truecasing Pretraining AAAI 2020