Classification

Connectionist Temporal Classification with Maximum Entropy Regularization NeurIPS 2018 Constituent Parsing as Sequence Labeling EMNLP 2018 Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model ACL 2018 Content Explorer: Recommending Novel Entities for a Document Writer EMNLP 2018 Context Based Approach for Second Language Acquisition NAACL 2018 ContextNet: Deep learning for Star Galaxy Classification ICML 2018 Contextual Slot Carryover for Disparate Schemas Interspeech 2018 Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks Interspeech 2018 Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos NAACL 2018 Conversations Gone Awry: Detecting Early Signs of Conversational Failure ACL 2018 Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NeurIPS 2018 Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language COLING 2018 Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018 Cost-Sensitive Learning with Noisy Labels JMLR 2018 Co-teaching: Robust training of deep neural networks with extremely noisy labels NeurIPS 2018 Counterexample-Guided Data Augmentation IJCAI 2018 CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning ICML 2018 CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018 CRF-Seq and CRF-DepTree at PARSEME Shared Task 2018: Detecting Verbal MWEs using Sequential and Dependency-Based Approaches COLING 2018 Cross-cultural differences in language markers of depression online NAACL 2018 Cross-Domain Detection of Abusive Language Online EMNLP 2018 Cross-Target Stance Classification with Self-Attention Networks ACL 2018 Crowdclustering with Partition Labels AISTATS 2018 Crowdsourcing a Large Corpus of Clickbait on Twitter COLING 2018 Crowdsourcing with Arbitrary Adversaries ICML 2018