Weakly Supervised Learning

Early-Learning Regularization Prevents Memorization of Noisy Labels NeurIPS 2020 EEG-Based Short-Time Auditory Attention Detection Using Multi-Task Deep Learning Interspeech 2020 Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering IJCAI 2020 Efficient Pairwise Annotation of Argument Quality ACL 2020 EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement AAAI 2020 Emotion Profile Refinery for Speech Emotion Classification Interspeech 2020 EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response AAAI 2020 Enhancing Aspect Term Extraction with Soft Prototypes EMNLP 2020 Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract) AAAI 2020 Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues AAAI 2020 Erasing Integrated Learning: A Simple Yet Effective Approach for Weakly Supervised Object Localization CVPR 2020 Erasing Scene Text with Weak Supervision WACV 2020 Error-Bounded Correction of Noisy Labels ICML 2020 Evaluating the Factual Consistency of Abstractive Text Summarization EMNLP 2020 Evaluating Weakly Supervised Object Localization Methods Right CVPR 2020 Exploiting weakly supervised visual patterns to learn from partial annotations NeurIPS 2020 Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection CVPR 2020 Extracting Semantic Aspects for Structured Representation of Clinical Trial Eligibility Criteria EMNLP 2020 Extreme Multi-label Classification from Aggregated Labels ICML 2020 Fair Generative Modeling via Weak Supervision ICML 2020 Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods ICML 2020 Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization AAAI 2020 Fine-Grained Argument Unit Recognition and Classification AAAI 2020 Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations AAAI 2020 FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts COLING 2020