Embedding Learning

Identification, Interpretability, and Bayesian Word Embeddings NAACL 2019 Identifying and Explaining Discriminative Attributes EMNLP 2019 Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019 Imposing Category Trees Onto Word-Embeddings Using A Geometric Construction ICLR 2019 Improved Knowledge Graph Embedding Using Background Taxonomic Information AAAI 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019 Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System Interspeech 2019 Improving Cross-lingual Entity Alignment via Optimal Transport IJCAI 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax IJCAI 2019 Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019 Improving Textual Network Learning with Variational Homophilic Embeddings NeurIPS 2019 Improving Word Embeddings Using Kernel PCA ACL 2019 Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019 Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings ACL 2019 Inferring Substitutable Products with Deep Network Embedding IJCAI 2019 Investigating Sub-Word Embedding Strategies for the Morphologically Rich and Free Phrase-Order Hungarian ACL 2019 Joint Embedding of 3D Scan and CAD Objects ICCV 2019 Joint Grapheme and Phoneme Embeddings for Contextual End-to-End ASR Interspeech 2019 Joint Link Prediction and Network Alignment via Cross-graph Embedding IJCAI 2019 Jointly Learning Entity and Relation Representations for Entity Alignment EMNLP 2019 Jointly Multiple Hash Learning AAAI 2019 Kernelized Hashcode Representations for Relation Extraction AAAI 2019 Label Embedding using Hierarchical Structure of Labels for Twitter Classification EMNLP 2019 Label Embedding with Partial Heterogeneous Contexts AAAI 2019