Text Classification

Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018 Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification EMNLP 2018 SemEval-2018 Task 10: Capturing Discriminative Attributes SemEval 2018 SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers SemEval 2018 Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018 Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018 Sentence Classification for Investment Rules Detection ACL 2018 Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners ACL 2018 Sentiment Classification towards Question-Answering with Hierarchical Matching Network EMNLP 2018 SGM: Sequence Generation Model for Multi-label Classification COLING 2018 Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection EMNLP 2018 Should Code-switching Models Be Asymmetric? Interspeech 2018 Siamese Network-Based Supervised Topic Modeling EMNLP 2018 Simple Models for Word Formation in Slang NAACL 2018 Simple Neologism Based Domain Independent Models to Predict Year of Authorship COLING 2018 Simplification Using Paraphrases and Context-Based Lexical Substitution NAACL 2018 Simplified Abugidas ACL 2018 Smaller Text Classifiers with Discriminative Cluster Embeddings NAACL 2018 SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions COLING 2018 Stance Detection in Fake News A Combined Feature Representation EMNLP 2018 Stance Detection with Hierarchical Attention Network COLING 2018 Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts EMNLP 2018 Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018 Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding EMNLP 2018 Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018