Weakly Supervised Learning

ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021 A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021 A Second-Order Approach to Learning With Instance-Dependent Label Noise CVPR 2021 A Simple Baseline for Weakly-Supervised Scene Graph Generation ICCV 2021 Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query ICCV 2021 Aspect-Controllable Opinion Summarization EMNLP 2021 Asymmetric Contextual Modulation for Infrared Small Target Detection WACV 2021 Asymmetric Loss Functions for Learning with Noisy Labels ICML 2021 A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021 A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions ACML 2021 Augmentation Strategies for Learning With Noisy Labels CVPR 2021 A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective JMLR 2021 Automatic Error Correction for Speaker Embedding Learning with Noisy Labels Interspeech 2021 Automatic rule generation for time expression normalization EMNLP 2021 Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics Interspeech 2021 A Visualization Approach for Rapid Labeling of Clinical Notes for Smoking Status Extraction NAACL 2021 A Weakly Supervised Amodal Segmenter With Boundary Uncertainty Estimation ICCV 2021 A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images WACV 2021 BABEL: Bodies, Action and Behavior With English Labels CVPR 2021 Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation CVPR 2021 Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval NeurIPS 2021 BART-TL: Weakly-Supervised Topic Label Generation EACL 2021 BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation CVPR 2021 “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? EMNLP 2021 BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SemEval 2021