representation learning

Neural Architecture Optimization NeurIPS 2018 Neural Code Comprehension: A Learnable Representation of Code Semantics NeurIPS 2018 Neural Language Modeling by Jointly Learning Syntax and Lexicon ICLR 2018 Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018 Neural Networks Trained to Solve Differential Equations Learn General Representations NeurIPS 2018 Neural Sign Language Translation CVPR 2018 Neural Sparse Topical Coding ACL 2018 Nonlinear Weighted Finite Automata AISTATS 2018 OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018 On the Strength of Character Language Models for Multilingual Named Entity Recognition EMNLP 2018 OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018 Personalized neural language models for real-world query auto completion NAACL 2018 Phonetic Vector Representations for Sound Sequence Alignment EMNLP 2018 Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning NAACL 2018 Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018 PointGrid: A Deep Network for 3D Shape Understanding CVPR 2018 Provable Gaussian Embedding with One Observation NeurIPS 2018 Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018 Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018 Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018 Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018 Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR 2018 Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018