← Learning Types
Machine Learning › Learning Types ›

Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

OOVs in the Spotlight: How to Inflect Them? COLING 2024
Charting the Linguistic Landscape of Developing Writers: An Annotation Scheme for Enhancing Native Language Proficiency COLING 2024
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning NAACL 2024
Reinforcement Learning from Diverse Human Preferences IJCAI 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024
Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024
Improving Context-Aware Preference Modeling for Language Models NIPS 2024
Leveraging Information Redundancy of Real-World Data through Distant Supervision COLING 2024
Unveiling Project-Specific Bias in Neural Code Models COLING 2024
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label AAAI 2024
A Hybrid Approach to Aspect Based Sentiment Analysis Using Transfer Learning COLING 2024
A Perspectivist Corpus of Numbers in Social Judgements COLING 2024
Prompting Classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation WACV 2024
Contrastive Credibility Propagation for Reliable Semi-supervised Learning AAAI 2024
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations NIPS 2024
SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation AAAI 2024
Diversity-Aware Annotation for Conversational AI Safety COLING 2024
Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection COLING 2024
The Greek podcast corpus: Competitive speech models for low-resourced languages with weakly supervised data INTERSPEECH 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024
OE-CTST: Outlier-Embedded Cross Temporal Scale Transformer for Weakly-Supervised Video Anomaly Detection WACV 2024
Foundation Model Assisted Weakly Supervised Semantic Segmentation WACV 2024
Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision COLING 2024
Regroup Median Loss for Combating Label Noise AAAI 2024