Deep Learning

Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation ACL 2019 Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts EMNLP 2019 Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL 2019 Iterative Alignment Network for Continuous Sign Language Recognition CVPR 2019 Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019 Iterative Normalization: Beyond Standardization Towards Efficient Whitening CVPR 2019 Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019 Iterative Residual CNNs for Burst Photography Applications CVPR 2019 Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation CVPR 2019 Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks ICML 2019 IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection ACL 2019 It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning CVPR 2019 IxaMed at PharmacoNER Challenge 2019 EMNLP 2019 Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs ICLR 2019 JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs NSDI 2019 Jasper: An End-to-End Convolutional Neural Acoustic Model Interspeech 2019 JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing CoNLL 2019 JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods SemEval 2019 JCTICOL at SemEval-2019 Task 6: Classifying Offensive Language in Social Media using Deep Learning Methods, Word/Character N-gram Features, and Preprocessing Methods SemEval 2019 Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge EMNLP 2019 jhan014 at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media SemEval 2019 JHU 2019 Robustness Task System Description ACL 2019 JHU System Description for the MADAR Arabic Dialect Identification Shared Task ACL 2019 Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System ACL 2019 Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019