Representation Learning

Learning to Recognize Transient Sound Events using Attentional Supervision IJCAI 2018 Learning to Represent Programs with Graphs ICLR 2018 Learning to See in the Dark CVPR 2018 Learning to Write Stylized Chinese Characters by Reading a Handful of Examples IJCAI 2018 Learning Two Tone Languages Enhances the Brainstem Encoding of Lexical Tones Interspeech 2018 Learning Visually Grounded Sentence Representations NAACL 2018 Learning with SGD and Random Features NeurIPS 2018 Learning with Structured Representations for Negation Scope Extraction ACL 2018 Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018 Learning Word Meta-Embeddings by Autoencoding COLING 2018 Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution EMNLP 2018 Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018 Legendre Decomposition for Tensors NeurIPS 2018 LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018 Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection NAACL 2018 Lexical Substitution for Evaluating Compositional Distributional Models NAACL 2018 LF-Net: Learning Local Features from Images NeurIPS 2018 Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies NeurIPS 2018 Limitations of Cross-Lingual Learning from Image Search ACL 2018 Linguistic Resources for Phrasal Verb Identification COLING 2018 Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification EMNLP 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 Link Prediction Based on Graph Neural Networks NeurIPS 2018 Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation IJCAI 2018 ListOps: A Diagnostic Dataset for Latent Tree Learning NAACL 2018