Weakly Supervised Learning

“Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations EMNLP 2025 Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025 FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation CVPR 2025 FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025 Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective NAACL 2025 Fine-grained Fallacy Detection with Human Label Variation NAACL 2025 Fine-Grained Perception in Panoramic Scenes: A Novel Task, Dataset, and Method for Object Importance Ranking AAAI 2025 Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation CVPR 2025 Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025 First-AID: the first Annotation Interface for grounded Dialogues ACL 2025 Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025 Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions CVPR 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025 From Crayons to Code: AI-Driven Insights into a Child’s Mental Health Through Drawings AAAI 2025 From Disagreement to Understanding: The Case for Ambiguity Detection in NLI EMNLP 2025 From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning CVPR 2025 From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025 From Noise to Nuance: Enriching Subjective Data Annotation through Qualitative Analysis EMNLP 2025 From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization NAACL 2025 GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning AAAI 2025 Generalizing Constraint Models in Constraint Acquisition AAAI 2025 Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025 Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025 GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025