Text Classification

Automated Scoring: Beyond Natural Language Processing COLING 2018 Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018 Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia NAACL 2018 Automatic Detection of Vague Words and Sentences in Privacy Policies EMNLP 2018 Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018 Automatic Event Salience Identification EMNLP 2018 Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets EMNLP 2018 Automatic Metric Validation for Grammatical Error Correction ACL 2018 Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL 2018 Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web EMNLP 2018 Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ACL 2018 BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes SemEval 2018 Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs EMNLP 2018 Building Context-aware Clause Representations for Situation Entity Type Classification EMNLP 2018 Challenges for Toxic Comment Classification: An In-Depth Error Analysis EMNLP 2018 Challenges of Using Text Classifiers for Causal Inference EMNLP 2018 Chinese Grammatical Error Diagnosis Based on CRF and LSTM-CRF model ACL 2018 Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model ACL 2018 CLaC at SMM4H Task 1, 2, and 4 EMNLP 2018 Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention EMNLP 2018 Classification of Moral Foundations in Microblog Political Discourse ACL 2018 CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task ACL 2018 Combining Abstractness and Language-specific Theoretical Indicators for Detecting Non-Literal Usage of Estonian Particle Verbs NAACL 2018