Weakly Supervised Learning

Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification ACL 2021 Exploiting structured data for learning contagious diseases under incomplete testing ICML 2021 Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021 Exploring Decomposition for Table-based Fact Verification EMNLP 2021 Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021 Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing CVPR 2021 Exploring Inspiration Sets in a Data Programming Pipeline for Product Moderation ACL 2021 Exploring Long Tail Visual Relationship Recognition With Large Vocabulary ICCV 2021 Exploring Visual Engagement Signals for Representation Learning ICCV 2021 Extracting Appointment Spans from Medical Conversations NAACL 2021 Face Forensics in the Wild CVPR 2021 Fairness-aware Class Imbalanced Learning EMNLP 2021 Fair Selective Classification Via Sufficiency ICML 2021 Few-Shot Partial-Label Learning IJCAI 2021 Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021 Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets EMNLP 2021 Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach NAACL 2021 Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization ICCV 2021 Foreground Activation Maps for Weakly Supervised Object Localization ICCV 2021 From Semantic Categories to Fixations: A Novel Weakly-Supervised Visual-Auditory Saliency Detection Approach CVPR 2021 Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021 Generalized DataWeighting via Class-Level Gradient Manipulation NeurIPS 2021 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels NeurIPS 2021 Generalizing Face Forgery Detection With High-Frequency Features CVPR 2021 Generating Query Focused Summaries from Query-Free Resources ACL 2021