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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction EMNLP 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019
A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels NIPS 2019
A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019
Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection AAAI 2019
CompILE: Compositional Imitation Learning and Execution ICML 2019
Learning Attribute-Specific Representations for Visual Tracking AAAI 2019
CAB: Continuous Adaptive Blending for Policy Evaluation and Learning ICML 2019
Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography ICML 2019
Weakly-Supervised Temporal Localization via Occurrence Count Learning ICML 2019
Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth ICML 2019
How does Disagreement Help Generalization against Label Corruption? ICML 2019
Named Entity Recognition with Partially Annotated Training Data CONLL 2019
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
Self-Critical Reasoning for Robust Visual Question Answering NIPS 2019
End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering IJCNLP 2019
Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing IJCNLP 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction IJCNLP 2019
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes EMNLP 2019
Weakly Supervised Energy-Based Learning for Action Segmentation ICCV 2019
Learning from sparsely annotated data for semantic segmentation in histopathology images MIDL 2019
Neural Duplicate Question Detection without Labeled Training Data EMNLP 2019
Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health EMNLP 2019