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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023
Learning Articulated Shape With Keypoint Pseudo-Labels From Web Images CVPR 2023
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023
SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining ICCV 2023
Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023
Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer ACL 2023
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023
Sampling Better Negatives for Distantly Supervised Named Entity Recognition ACL 2023
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023
CoAug: Combining Augmentation of Labels and Labelling Rules ACL 2023
Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words ACL 2023
SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts ACL 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023
eevvgg at SemEval-2023 Task 11: Offensive Language Classification with Rater-based Information ACL 2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks ACL 2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification ACL 2023
Towards Weakly-Supervised Hate Speech Classification Across Datasets ACL 2023
Weakly-Supervised Audio-Visual Segmentation NIPS 2023
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment NIPS 2023
Mitigating Source Bias for Fairer Weak Supervision NIPS 2023
Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023