Weakly Supervised Learning

Adaptive Scale-Invariant Online Algorithms for Learning Linear Models ICML 2019 A Discrete Hard EM Approach for Weakly Supervised Question Answering EMNLP 2019 A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP 2019 A distantly supervised dataset for automated data extraction from diagnostic studies ACL 2019 A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots IJCAI 2019 Adversarial Imitation Learning from Incomplete Demonstrations IJCAI 2019 Adversarial Label Learning AAAI 2019 Adversarial Learning for Weakly-Supervised Social Network Alignment AAAI 2019 Adversarial Training for Weakly Supervised Event Detection NAACL 2019 A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019 A Hierarchically-Labeled Portuguese Hate Speech Dataset ACL 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment ICCV 2019 Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media NAACL 2019 An annotated dataset of literary entities NAACL 2019 An Effective Label Noise Model for DNN Text Classification NAACL 2019 A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps MIDL 2019 A Principled Approach for Learning Task Similarity in Multitask Learning IJCAI 2019 Are Anchor Points Really Indispensable in Label-Noise Learning? NeurIPS 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ACL 2019 Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation CVPR 2019 A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019 At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging EMNLP 2019 A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019