Embedding Learning

BourGAN: Generative Networks with Metric Embeddings NeurIPS 2018 Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) CoNLL 2018 Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018 Character-Based Neural Networks for Sentence Pair Modeling NAACL 2018 Characters or Morphemes: How to Represent Words? ACL 2018 Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization ICML 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 Cold-Start Aware User and Product Attention for Sentiment Classification ACL 2018 Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search NeurIPS 2018 Community Member Retrieval on Social Media Using Textual Information NAACL 2018 Comparison of Representations of Named Entities for Document Classification ACL 2018 Complementary Binary Quantization for Joint Multiple Indexing IJCAI 2018 Complementary Learning of Word Embeddings IJCAI 2018 Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments ACL 2018 Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018 Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation IJCAI 2018 Content-Based Citation Recommendation NAACL 2018 Context Embedding Networks CVPR 2018 Contextual String Embeddings for Sequence Labeling COLING 2018 Continuous Word Embedding Fusion via Spectral Decomposition CoNLL 2018 Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents ACL 2018 CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions ICML 2018 Cross-lingual Lexical Sememe Prediction EMNLP 2018 Cross-media User Profiling with Joint Textual and Social User Embedding COLING 2018 Deep Attributed Network Embedding IJCAI 2018