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weak supervision

299 papers

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WS

Co-occurring keywords · papers mentioning both

weakly supervised learning (55) text classification (37) semi-supervised learning (20) label noise (18) named entity recognition (16) transfer learning (16) zero-shot learning (16) labeling function (15) generative model (12) data programming (12)

Papers

CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023 CoAug: Combining Augmentation of Labels and Labelling Rules ACL 2023 ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision EACL 2023 Contextual Knowledge Learning for Dialogue Generation ACL 2023 CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision ICCV 2023 Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023 Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023 Deep Natural Language Feature Learning for Interpretable Prediction EMNLP 2023 DPF: Learning Dense Prediction Fields With Weak Supervision CVPR 2023 From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization ACL 2023 Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns CVPR 2023 GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers ICCV 2023 Generative Modeling Helps Weak Supervision (and Vice Versa) ICLR 2023 Ham2Pose: Animating Sign Language Notation Into Pose Sequences CVPR 2023 Improved Training of Deep Text Clustering EMNLP 2023 Joint Word and Morpheme Segmentation with Bayesian Non-Parametric Models EACL 2023 Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023 Less than One-shot: Named Entity Recognition via Extremely Weak Supervision EMNLP 2023 Mask-Guided Matting in the Wild CVPR 2023 Meta Self-Refinement for Robust Learning with Weak Supervision EACL 2023 Mitigating Source Bias for Fairer Weak Supervision NeurIPS 2023 Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey EACL 2023 ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023 Real-Time Detection of Robotic Traffic in Online Advertising AAAI 2023 Robust Speech Recognition via Large-Scale Weak Supervision ICML 2023