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hyperbolic embedding

100 papers

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Co-occurring keywords

representation learning (6206) hyperbolic space (147) hierarchical structure (220) graph neural network (3962) link prediction (624) metric learning (1190) knowledge graph (1837) graph embedding (349) contrastive learning (4032) hierarchical representation (190)

Papers

Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders CVPR 2021
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021
Label-Guided Learning for Item Categorization in e-Commerce NAACL 2021
Searching for Actions on the Hyperbole CVPR 2020
Hyperbolic Image Embeddings CVPR 2020
Hyperbolic Interaction Model for Hierarchical Multi-Label Classification AAAI 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020
Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition CVPR 2020
Graph Geometry Interaction Learning NIPS 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NIPS 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020
Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding NIPS 2020
Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding IJCAI 2020
Hyperbolic Heterogeneous Information Network Embedding AAAI 2019
Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019
Fine-Grained Entity Typing in Hyperbolic Space ACL 2019
Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models NIPS 2019
Multi-relational Poincaré Graph Embeddings NIPS 2019
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings ACL 2019
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry ICML 2018
Representation Tradeoffs for Hyperbolic Embeddings ICML 2018
Embedding Text in Hyperbolic Spaces NAACL 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML 2018