weak supervision

LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases NAACL 2025 Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums NAACL 2025 MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025 Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL ACL 2025 SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025 TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025 Toward Causal Generative Modeling: From Representation to Generation AAAI 2025 Universal Image Restoration Pre-training via Degradation Classification ICLR 2025 Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification EMNLP 2025 Weak to Strong Generalization for Large Language Models with Multi-capabilities ICLR 2025 WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025 WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels CVPR 2025 A General Framework for Learning from Weak Supervision ICML 2024 Are You Serious? Handling Disagreement When Annotating Conspiracy Theory Texts EACL 2024 Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision COLING 2024 A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024 CABINET: Content Relevance-based Noise Reduction for Table Question Answering ICLR 2024 Convergence Behavior of an Adversarial Weak Supervision Method UAI 2024 Deep Learning in Medical Image Registration: Magic or Mirage? NeurIPS 2024 DR10K: Transfer Learning Using Weak Labels for Grading Diabetic Retinopathy on DR10K Dataset WACV 2024 Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024 Explicit Attribute Extraction in e-Commerce Search COLING 2024 FAIR: Filtering of Automatically Induced Rules EACL 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024