Embedding Learning

Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment ACL 2019 Generalized Zero-Shot Recognition Based on Visually Semantic Embedding CVPR 2019 Getting in Shape: Word Embedding SubSpaces IJCAI 2019 GlobalTrait: Personality Alignment of Multilingual Word Embeddings AAAI 2019 Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings ACL 2019 Graph Contextualized Self-Attention Network for Session-based Recommendation IJCAI 2019 Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019 Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019 Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019 Graph Pattern Entity Ranking Model for Knowledge Graph Completion NAACL 2019 Graph Space Embedding IJCAI 2019 Gromov-Wasserstein Learning for Graph Matching and Node Embedding ICML 2019 Hardness-Aware Deep Metric Learning CVPR 2019 Heterogeneous Attributed Network Embedding with Graph Convolutional Networks AAAI 2019 Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019 Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition EMNLP 2019 Holographic Factorization Machines for Recommendation AAAI 2019 How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions NAACL 2019 HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-Identification AAAI 2019 Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019 Hyperbolic Disk Embeddings for Directed Acyclic Graphs ICML 2019 Hyperbolic Graph Convolutional Neural Networks NeurIPS 2019 Hyperbolic Heterogeneous Information Network Embedding AAAI 2019 Hyperbolic Ordinal Embedding ACML 2019 I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences Interspeech 2019