Weakly Supervised Learning

STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing EMNLP 2022 Strategic Representation ICML 2022 Structured Semantic Transfer for Multi-Label Recognition with Partial Labels AAAI 2022 SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 2022 Supervised Off-Policy Ranking ICML 2022 TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification ICML 2022 Team Innovators at SemEval-2022 for Task 8: Multi-Task Training with Hyperpartisan and Semantic Relation for Multi-Lingual News Article Similarity SemEval 2022 Temporal Alignment Networks for Long-Term Video CVPR 2022 TestAug: A Framework for Augmenting Capability-based NLP Tests COLING 2022 Text to Image Generation With Semantic-Spatial Aware GAN CVPR 2022 The Devil Is in the Labels: Noisy Label Correction for Robust Scene Graph Generation CVPR 2022 The discrimination of [zi]-[dʑi] by Japanese listeners and the prospective phonologization of /zi/ Interspeech 2022 The Effect of Arabic Dialect Familiarity on Data Annotation EMNLP 2022 The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation Interspeech 2022 Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds CVPR 2022 To Smooth or Not? When Label Smoothing Meets Noisy Labels ICML 2022 Toward Annotator Group Bias in Crowdsourcing ACL 2022 Towards a Robust Differentiable Architecture Search Under Label Noise WACV 2022 Towards Enhancing Health Coaching Dialogue in Low-Resource Settings COLING 2022 Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation CVPR 2022 Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022 Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022 Towards Uniformly Superhuman Autonomy via Subdominance Minimization ICML 2022 Toward Understanding Privileged Features Distillation in Learning-to-Rank NeurIPS 2022 To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022