Weakly Supervised Learning

Text Classification with Negative Supervision ACL 2020 The estimation error of general first order methods COLT 2020 The Financial Document Causality Detection Shared Task (FinCausal 2020) COLING 2020 The MAGICAL Benchmark for Robust Imitation NeurIPS 2020 To Avoid the Pitfall of Missing Labels in Feature Selection: A Generative Model Gives the Answer AAAI 2020 ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction COLING 2020 Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020 Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction COLING 2020 Towards a Comprehensive Taxonomy and Large-Scale Annotated Corpus for Online Slur Usage EMNLP 2020 Towards Debiasing NLU Models from Unknown Biases EMNLP 2020 Towards Early Diagnosis of Epilepsy from EEG Data MLHC 2020 Towards Inheritable Models for Open-Set Domain Adaptation CVPR 2020 Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020 TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ACL 2020 Turning 30: New Ideas in Inductive Logic Programming IJCAI 2020 Two-stage Behavior Cloning for Spoken Dialogue System in Debt Collection IJCAI 2020 Unbiased Risk Estimators Can Mislead: A Case Study of Learning with Complementary Labels ICML 2020 Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty EMNLP 2020 Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020 UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection NeurIPS 2020 Variational Label Enhancement ICML 2020 Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection Interspeech 2020 VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions CVPR 2020 Weakly- and Semi-supervised Evidence Extraction EMNLP 2020 Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild CVPR 2020