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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Personality Understanding of Fictional Characters during Book Reading ACL 2023
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023
Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network CVPR 2023
LanSER: Language-Model Supported Speech Emotion Recognition INTERSPEECH 2023
Delving into Noisy Label Detection with Clean Data ICML 2023
Rethinking Weak Supervision in Helping Contrastive Learning ICML 2023
Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023
Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets RSS 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities EMNLP 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023
Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023
Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts EMNLP 2023
A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis EMNLP 2023
Search Query Spell Correction with Weak Supervision in E-commerce ACL 2023
A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023
Differentiable Random Partition Models NIPS 2023
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels IJCAI 2023
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning NIPS 2023
Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023
CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023
Overcoming the Trade-Off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction CVPR 2023
Rudolf Christoph Eucken at SemEval-2023 Task 4: An Ensemble Approach for Identifying Human Values from Arguments ACL 2023