Classification

Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples ICLR 2018 Transfer Learning for Improving Speech Emotion Classification Accuracy Interspeech 2018 Transformable Convolutional Neural Network for Text Classification IJCAI 2018 Translating a Math Word Problem to a Expression Tree EMNLP 2018 Translations as Additional Contexts for Sentence Classification IJCAI 2018 TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension SemEval 2018 TRAPACC and TRAPACCS at PARSEME Shared Task 2018: Neural Transition Tagging of Verbal Multiword Expressions COLING 2018 TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model COLING 2018 Treatment Side Effect Prediction from Online User-generated Content EMNLP 2018 Tübingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification COLING 2018 Tweety at SemEval-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine SemEval 2018 Twist Bytes - German Dialect Identification with Data Mining Optimization COLING 2018 Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction COLING 2018 Two Local Models for Neural Constituent Parsing COLING 2018 Tw-StAR at SemEval-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification SemEval 2018 TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation NAACL 2018 UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network SemEval 2018 UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models SemEval 2018 UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification EMNLP 2018 Ultra-Fine Entity Typing ACL 2018 UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes? SemEval 2018 UMDuluth-CS8761 at SemEval-2018 Task 2: Emojis: Too many Choices? SemEval 2018 Understanding Convolutional Neural Networks for Text Classification EMNLP 2018 Understanding the Loss Surface of Neural Networks for Binary Classification ICML 2018 UnibucKernel: A kernel-based learning method for complex word identification NAACL 2018