Embedding Learning

Binarized Collaborative Filtering with Distilling Graph Convolutional Network IJCAI 2019 BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019 Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns IJCAI 2019 Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces NeurIPS 2019 Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling EMNLP 2019 Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019 Character n-Gram Embeddings to Improve RNN Language Models AAAI 2019 CNN-Based Phoneme Classifier from Vocal Tract MRI Learns Embedding Consistent with Articulatory Topology Interspeech 2019 Coherence models in schizophrenia NAACL 2019 Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems IJCAI 2019 Collocation Classification with Unsupervised Relation Vectors ACL 2019 Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning Interspeech 2019 Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019 Composing Noun Phrase Vector Representations ACL 2019 Compositional Fairness Constraints for Graph Embeddings ICML 2019 Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities ACL 2019 Conditional Network Embeddings ICLR 2019 Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction NAACL 2019 Connectivity-Optimized Representation Learning via Persistent Homology ICML 2019 ContextDesc: Local Descriptor Augmentation With Cross-Modality Context CVPR 2019 Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders NeurIPS 2019 Conversational Response Re-ranking Based on Event Causality and Role Factored Tensor Event Embedding ACL 2019 Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty IJCAI 2019 Convolutional Neural Collaborative Filtering with Stacked Embeddings ACML 2019 Corpus-based Check-up for Thesaurus ACL 2019