Representation Learning

Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration CVPR 2018 NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings EMNLP 2018 On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018 On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018 On the Strength of Character Language Models for Multilingual Named Entity Recognition EMNLP 2018 On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018 On Tree-Based Neural Sentence Modeling EMNLP 2018 OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018 Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ACL 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018 Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning NAACL 2018 PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR 2018 Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR 2018 PointCNN: Convolution On X-Transformed Points NeurIPS 2018 Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR 2018 PPFNet: Global Context Aware Local Features for Robust 3D Point Matching CVPR 2018 Predicting Brain Activation with WordNet Embeddings ACL 2018 Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018 Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ACL 2018 Probing sentence embeddings for structure-dependent tense EMNLP 2018 Progressive Generative Hashing for Image Retrieval IJCAI 2018 Pulling Actions out of Context: Explicit Separation for Effective Combination CVPR 2018 PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR 2018 QuAC: Question Answering in Context EMNLP 2018