Embedding Learning

Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering NAACL 2018 Learning Translations via Images with a Massively Multilingual Image Dataset ACL 2018 Learning Wasserstein Embeddings ICLR 2018 Learning with SGD and Random Features NeurIPS 2018 Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018 Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments Interspeech 2018 Learning Word Meta-Embeddings by Autoencoding COLING 2018 Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018 Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora COLING 2018 Lexical Substitution for Evaluating Compositional Distributional Models NAACL 2018 Lightweight Unsupervised Deep Loop Closure RSS 2018 Link and Code: Fast Indexing With Graphs and Compact Regression Codes CVPR 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 LinkNet: Relational Embedding for Scene Graph NeurIPS 2018 LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction SemEval 2018 Local Descriptors Optimized for Average Precision CVPR 2018 Low-Shot Learning With Imprinted Weights CVPR 2018 Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018 Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018 MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018 Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings SemEval 2018 Medical Concept Embedding with Time-Aware Attention IJCAI 2018 Memory, Show the Way: Memory Based Few Shot Word Representation Learning EMNLP 2018 Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018 Mixed Membership Word Embeddings for Computational Social Science AISTATS 2018