Classification

Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection SemEval 2018 Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem JMLR 2018 Random Subspace with Trees for Feature Selection Under Memory Constraints AISTATS 2018 Rate of Convergence of k-Nearest-Neighbor Classification Rule JMLR 2018 R-CRNN: Region-based Convolutional Recurrent Neural Network for Audio Event Detection Interspeech 2018 Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NeurIPS 2018 Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks CVPR 2018 Real-time Scholarly Retweeting Prediction System COLING 2018 Reasoning with Sarcasm by Reading In-Between ACL 2018 Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks Interspeech 2018 Recognizing Emotions in Video Using Multimodal DNN Feature Fusion ACL 2018 Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation CVPR 2018 Reddit: A Gold Mine for Personality Prediction NAACL 2018 Regular Expression Guided Entity Mention Mining from Noisy Web Data EMNLP 2018 Regularization Learning Networks: Deep Learning for Tabular Datasets NeurIPS 2018 Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018 Relevant Emotion Ranking from Text Constrained with Emotion Relationships NAACL 2018 Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018 Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018 Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew COLING 2018 Reproducible Survival Prediction with SEER Cancer Data MLHC 2018 Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018 ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018 RetGK: Graph Kernels based on Return Probabilities of Random Walks NeurIPS 2018 Rethinking Feature Distribution for Loss Functions in Image Classification CVPR 2018