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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets EMNLP 2019
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task EMNLP 2019
Discrete Trust-aware Matrix Factorization for Fast Recommendation IJCAI 2019
Cross-Modal Relationship Inference for Grounding Referring Expressions CVPR 2019
Joint Link Prediction and Network Alignment via Cross-graph Embedding IJCAI 2019
Investigating Sub-Word Embedding Strategies for the Morphologically Rich and Free Phrase-Order Hungarian ACL 2019
Large-Scale Speaker Retrieval on Random Speaker Variability Subspace INTERSPEECH 2019
SPINE: Structural Identity Preserved Inductive Network Embedding IJCAI 2019
TuckER: Tensor Factorization for Knowledge Graph Completion EMNLP 2019
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders NIPS 2019
Fine-Grained Entity Typing in Hyperbolic Space ACL 2019
Supervised Short-Length Hashing IJCAI 2019
Binarized Collaborative Filtering with Distilling Graph Convolutional Network IJCAI 2019
Network Embedding with Dual Generation Tasks IJCAI 2019
Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding IJCAI 2019
Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns IJCAI 2019
A Latent Variable Model for Learning Distributional Relation Vectors IJCAI 2019
Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities IJCAI 2019
Pitfalls in the Evaluation of Sentence Embeddings ACL 2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax IJCAI 2019
Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings EMNLP 2019
News2vec: News Network Embedding with Subnode Information EMNLP 2019
A Strong and Robust Baseline for Text-Image Matching ACL 2019
Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ACL 2019