Embedding Learning

Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018 Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018 Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources NAACL 2018 Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018 Predicting Brain Activation with WordNet Embeddings ACL 2018 Predictive Embeddings for Hate Speech Detection on Twitter EMNLP 2018 Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ACL 2018 Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains COLING 2018 Provable Gaussian Embedding with One Observation NeurIPS 2018 Quantifying Context Overlap for Training Word Embeddings EMNLP 2018 Quantum-Inspired Complex Word Embedding ACL 2018 Querying Word Embeddings for Similarity and Relatedness NAACL 2018 Random Warping Series: A Random Features Method for Time-Series Embedding AISTATS 2018 Recommendation with Multi-Source Heterogeneous Information IJCAI 2018 Recurrent Pixel Embedding for Instance Grouping CVPR 2018 Redundancy-resistant Generative Hashing for Image Retrieval IJCAI 2018 Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation EMNLP 2018 Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding IJCAI 2018 Representation Tradeoffs for Hyperbolic Embeddings ICML 2018 Representing Urban Functions through Zone Embedding with Human Mobility Patterns IJCAI 2018 Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations COLING 2018 Robust Cross-Lingual Hypernymy Detection Using Dependency Context NAACL 2018 Robust Locally-Linear Controllable Embedding AISTATS 2018 Scalable Multiplex Network Embedding IJCAI 2018 SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018