Weakly Supervised Learning

Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition EMNLP 2025 Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025 Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization ICLR 2025 Towards Robust Incremental Learning Under Ambiguous Supervision IJCAI 2025 Training Matting Models Without Alpha Labels AAAI 2025 TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025 TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities EMNLP 2025 TRKT: Weakly Supervised Dynamic Scene Graph Generation with Temporal-enhanced Relation-aware Knowledge Transferring ICCV 2025 TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval AAAI 2025 twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025 UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks AAAI 2025 UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning CVPR 2025 Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning ICML 2025 Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification WACV 2025 Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025 Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025 Unsupervised Sustainability Report Labeling based on the integration of the GRI and SDG standards ACL 2025 Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification ACL 2025 Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision AAAI 2025 UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing CVPR 2025 VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ACL 2025 Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision ICLR 2025 ViSoLex: An Open-Source Repository for Vietnamese Social Media Lexical Normalization COLING 2025 V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D Annotations WACV 2025 Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification EMNLP 2025