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Embedding Learning

3751 directly classified papers

Papers per year

Papers

End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion AAAI 2019
TransGate: Knowledge Graph Embedding with Shared Gate Structure AAAI 2019
Improved Knowledge Graph Embedding Using Background Taxonomic Information AAAI 2019
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding AAAI 2019
Correlations between Word Vector Sets EMNLP 2019
Training Temporal Word Embeddings with a Compass AAAI 2019
Triple Classification Using Regions and Fine-Grained Entity Typing AAAI 2019
Distributional Semantics Meets Multi-Label Learning AAAI 2019
Multi-View Anomaly Detection: Neighborhood in Locality Matters AAAI 2019
Leveraging Web Semantic Knowledge in Word Representation Learning AAAI 2019
Heterogeneous Attributed Network Embedding with Graph Convolutional Networks AAAI 2019
ProNE: Fast and Scalable Network Representation Learning IJCAI 2019
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks IJCAI 2019
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model ACL 2019
Measuring the Compositionality of Noun-Noun Compounds over Time ACL 2019
Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities ACL 2019
RNN Embeddings for Identifying Difficult to Understand Medical Words ACL 2019
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding IJCAI 2019
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty IJCAI 2019
Noisy Parallel Corpus Filtering through Projected Word Embeddings ACL 2019
En-Ar Bilingual Word Embeddings without Word Alignment: Factors Effects ACL 2019
Learning Word Embeddings without Context Vectors ACL 2019
Learning Bilingual Word Embeddings Using Lexical Definitions ACL 2019
Composing Noun Phrase Vector Representations ACL 2019
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron ACL 2019