Weakly Supervised Learning

Selective Preference Optimization via Token-Level Reward Function Estimation EMNLP 2025 Self-Classification Enhancement and Correction for Weakly Supervised Object Detection IJCAI 2025 Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels WACV 2025 Self-Taught Agentic Long Context Understanding ACL 2025 Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation WACV 2025 SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025 SHIP: Structural Hierarchies for Instance-Dependent Partial Labels WACV 2025 Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards ACL 2025 Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization AAAI 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 Sketchy Bounding-box Supervision for 3D Instance Segmentation CVPR 2025 SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining AAAI 2025 Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation CVPR 2025 Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025 STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ACL 2025 STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding CVPR 2025 Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization AAAI 2025 Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching ICML 2025 Supervising Sound Localization by In-the-wild Egomotion CVPR 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025 Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data SemEval 2025 The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025 The impact of allocation strategies in subset learning on the expressive power of neural networks ICLR 2025 The Nature of NLP: Analyzing Contributions in NLP Papers ACL 2025 The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025