Semi-Supervised Learning

Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task ACL 2019 Variational Adversarial Active Learning ICCV 2019 Variational Pretraining for Semi-supervised Text Classification ACL 2019 Video Object Segmentation Using Space-Time Memory Networks ICCV 2019 Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback ICML 2019 Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019 Weakly Supervised Object Detection With Segmentation Collaboration ICCV 2019 When can unlabeled data improve the learning rate? COLT 2019 WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019 Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining SemEval 2019 A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts NAACL 2018 Adaptive Graph Guided Embedding for Multi-label Annotation IJCAI 2018 Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018 A Data Prism: Semi-verified learning in the small-alpha regime COLT 2018 Adversarial Constraint Learning for Structured Prediction IJCAI 2018 Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling COLING 2018 A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018 An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption CVPR 2018 An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification Interspeech 2018 A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval ACL 2018 An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018 Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis Interspeech 2018 A Nonconvex Proximal Splitting Algorithm under Moreau-Yosida Regularization AISTATS 2018 A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words COLING 2018 A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018