Semi-Supervised Learning

Beyond Trees: Classification with Sparse Pairwise Dependencies JMLR 2020 Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation IJCAI 2020 Big Self-Supervised Models are Strong Semi-Supervised Learners NeurIPS 2020 Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020 Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning ACL 2020 Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning ACL 2020 Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference NeurIPS 2020 Caption Alignment for Low Resource Audio-Visual Data Interspeech 2020 CASTER: Predicting Drug Interactions with Chemical Substructure Representation AAAI 2020 Casting Geometric Constraints in Semantic Segmentation as Semi-Supervised Learning WACV 2020 ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization EMNLP 2020 Claim Check-Worthiness Detection as Positive Unlabelled Learning EMNLP 2020 Class Prior Estimation with Biased Positives and Unlabeled Examples AAAI 2020 Co-GCN for Multi-View Semi-Supervised Learning AAAI 2020 Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020 Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection EMNLP 2020 Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020 Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020 Contextual Text Style Transfer EMNLP 2020 Cosine-Distance Virtual Adversarial Training for Semi-Supervised Speaker-Discriminative Acoustic Embeddings Interspeech 2020 Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020 CUNI Submission for the Inuktitut Language in WMT News 2020 EMNLP 2020 Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages COLING 2020 Data-Efficient Semi-Supervised Learning by Reliable Edge Mining CVPR 2020 DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020