Weakly Supervised Learning

Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018 Document Representation Learning for Patient History Visualization COLING 2018 Does Tail Label Help for Large-Scale Multi-Label Learning IJCAI 2018 Dual Swap Disentangling NeurIPS 2018 Efficient Algorithms for Outlier-Robust Regression COLT 2018 Enabling Deep Learning of Emotion With First-Person Seed Expressions NAACL 2018 End-to-End Weakly-Supervised Semantic Alignment CVPR 2018 Estimating Summary Quality with Pairwise Preferences NAACL 2018 Exact Learning of Lightweight Description Logic Ontologies JMLR 2018 Exploiting Transitivity for Learning Person Re-Identification Models on a Budget CVPR 2018 Extracting Privileged Information from Untagged Corpora for Classifier Learning IJCAI 2018 EZLearn: Exploiting Organic Supervision in Automated Data Annotation IJCAI 2018 Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos CVPR 2018 Foreground Clustering for Joint Segmentation and Localization in Videos and Images NeurIPS 2018 FrameIt: Ontology Discovery for Noisy User-Generated Text EMNLP 2018 Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR 2018 Guess Me if You Can: Acronym Disambiguation for Enterprises ACL 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 Identifying Affective Events and the Reasons for their Polarity EMNLP 2018 Identifying Locus of Control in Social Media Language EMNLP 2018 Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions EMNLP 2018 Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task Interspeech 2018 Imitation Learning for Neural Morphological String Transduction EMNLP 2018 Imitation Learning from Visual Data with Multiple Intentions ICLR 2018 Improvements to an Automated Content Scoring System for Spoken CALL Responses: the ETS Submission to the Second Spoken CALL Shared Task Interspeech 2018