Weakly Supervised Learning

Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing EMNLP 2019 Doubly-Robust Lasso Bandit NeurIPS 2019 Dynamically Visual Disambiguation of Keyword-based Image Search IJCAI 2019 Dynamic Context Correspondence Network for Semantic Alignment ICCV 2019 Early Discovery of Emerging Entities in Microblogs IJCAI 2019 Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019 Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded Predictions MLHC 2019 Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation Interspeech 2019 End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019 Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge EMNLP 2019 Exploiting Class Learnability in Noisy Data AAAI 2019 Exploiting geometric structure in mixture proportion estimation with generalised Blanchard-Lee-Scott estimators ALT 2019 Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019 FANDA: A Novel Approach to Perform Follow-Up Query Analysis AAAI 2019 Fast and Robust Multi-View Multi-Task Learning via Group Sparsity IJCAI 2019 Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise ICML 2019 Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP 2019 Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019 FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference CVPR 2019 Financial Event Extraction Using Wikipedia-Based Weak Supervision EMNLP 2019 Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection EMNLP 2019 Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation ICCV 2019 Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019 Generating Diverse and Descriptive Image Captions Using Visual Paraphrases ICCV 2019 Generating Multi-Agent Trajectories using Programmatic Weak Supervision ICLR 2019