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hierarchical structure

220 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) hyperbolic space (147) recurrent neural network (1790) hyperbolic embedding (100) text classification (6793) knowledge graph (1837) neural network (6616) hierarchical representation (190) attention mechanism (4001)

Papers

Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons IJCNLP 2019
Multi-Granular Text Encoding for Self-Explaining Categorization ACL 2019
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing ACL 2019
Tree Transformer: Integrating Tree Structures into Self-Attention IJCNLP 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019
Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019
Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space IJCAI 2019
Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019
Hyperbolic Graph Convolutional Neural Networks NIPS 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble ICCV 2019
Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data AAAI 2019
Learning Hierarchical Discourse-level Structure for Fake News Detection NAACL 2019
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies NAACL 2019
Nested CRP with Hawkes-Gaussian Processes AISTATS 2018
Deep RNNs Encode Soft Hierarchical Syntax ACL 2018
HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization CVPR 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Visualisation and 'Diagnostic Classifiers' Reveal how Recurrent and Recursive Neural Networks Process Hierarchical Structure (Extended Abstract) IJCAI 2018
Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018
An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018
Colorless Green Recurrent Networks Dream Hierarchically NAACL 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018
Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL 2018