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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

MLBiNet: A Cross-Sentence Collective Event Detection Network ACL 2021
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021
Static-Dynamic Interaction Networks for Offline Signature Verification AAAI 2021
CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction ACL 2021
BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection ACL 2021
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021
A mechanistic multi-area recurrent network model of decision-making NIPS 2021
Relational Classification of Biological Cells in Microscopy Images AAAI 2021
Tracking Without Re-recognition in Humans and Machines NIPS 2021
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NIPS 2021
Charting and Navigating the Space of Solutions for Recurrent Neural Networks NIPS 2021
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NIPS 2021
SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization NIPS 2021
Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021
Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions CVPR 2021
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge EMNLP 2021
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network EMNLP 2021
Scaffolded input promotes atomic organization in the recurrent neural network language model EMNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021