PixelSNAIL: An Improved Autoregressive Generative Model. A Data-Oriented Model of Literary Language. Cascade Adversarial Machine Learning Regularized with a Unified Embedding. AMAT: Medial Axis Transform for Natural Images. LOGAN: Membership Inference Attacks Against Generative Models. SVCCA: Singular Vector Canonical Correlation Analysis for Deep …

Cross-modal Common Representation Learning by Hybrid Transfer Network. The Expressive Power of Neural Networks: A View from the Width. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Critical Points of Neural Networks: Analytical Forms and Landscape Properties. 3DContextNet: K-d Tree Guided H …

Unsupervised corpus–wide claim detection. Structured Generation of Technical Reading Lists. Unit Segmentation of Argumentative Texts. Sense Contextualization in a Dependency-Based Compositional Distributional Model. Fermi at SemEval-2017 Task 7: Detection and Interpretation of Homographic puns in English Language. Elliptic Constructions: Spotting …

Legal NERC with ontologies, Wikipedia and curriculum learning. Framing QA as Building and Ranking Intersentence Answer Justifications. Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding. Learning A Structured Optimal Bipartite Graph for Co-Clustering. Improving Japanese-to-English Neural Machine Translation by Voice Pred …

Visual Denotations for Recognizing Textual Entailment. The strange geometry of skip-gram with negative sampling. Multitask Learning for Mental Health Conditions with Limited Social Media Data. Merging the Trees - Building a Morphological Treebank for German from Two Resources. Towards a dependency-annotated treebank for Bambara. Dangerous Relations …