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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023
MMEL: A Joint Learning Framework for Multi-Mention Entity Linking UAI 2023
Emotion Cause Extraction on Social Media without Human Annotation ACL 2023
DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action Localization ICCV 2023
Late Stopping: Avoiding Confidently Learning from Mislabeled Examples ICCV 2023
Weakly-Supervised Text-Driven Contrastive Learning for Facial Behavior Understanding ICCV 2023
Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023
Improving Behavioural Cloning with Positive Unlabeled Learning CORL 2023
Learning Human-Human Interactions in Images from Weak Textual Supervision ICCV 2023
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts ACL 2023
Temporal RPN Learning for Weakly-Supervised Temporal Action Localization ACML 2023
Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles AISTATS 2023
Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding CVPR 2023
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning ICCV 2023
PDiscoNet: Semantically consistent part discovery for fine-grained recognition ICCV 2023
Combating Noisy Labels with Sample Selection by Mining High-Discrepancy Examples ICCV 2023
PATO: Policy Assisted TeleOperation for Scalable Robot Data Collection RSS 2023
Fast Contextual Scene Graph Generation With Unbiased Context Augmentation CVPR 2023
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023
Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning MIDL 2023
Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning ACL 2023
Parallel Neurosymbolic Integration with Concordia ICML 2023
xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights ACL 2023
How Much Syntactic Supervision is “Good Enough”? EACL 2023