Weakly Supervised Learning

Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media EMNLP 2022 DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022 Distantly Supervised Aspect Clustering And Naming For E-Commerce Reviews NAACL 2022 Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ACL 2022 DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022 Does Moral Code have a Moral Code? Probing Delphi’s Moral Philosophy NAACL 2022 Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022 Dr. Livingstone, I presume? Polishing of foreign character identification in literary texts NAACL 2022 DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022 Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NeurIPS 2022 Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 2022 End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English EMNLP 2022 Energy-Based Generative Cooperative Saliency Prediction AAAI 2022 Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract) AAAI 2022 Entailment Relation Aware Paraphrase Generation AAAI 2022 Estimating Egocentric 3D Human Pose in the Wild With External Weak Supervision CVPR 2022 Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022 Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning NeurIPS 2022 Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022 Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation NeurIPS 2022 Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation MIDL 2022 Exploiting Class Activation Value for Partial-Label Learning ICLR 2022 Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation CVPR 2022 Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding AAAI 2022 Exploring Binary Classification Hidden within Partial Label Learning IJCAI 2022