Weakly Supervised Learning

Inconsistency-Based Federated Active Learning IJCAI 2025 Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025 In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues ACL 2025 INSIGHT: Explainable Weakly-Supervised Medical Image Analysis MLHC 2025 Insights into developing analytical categorization schemes: three problem types related to annotation agreement NAACL 2025 Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection IJCAI 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 Instance-wise Supervision-level Optimization in Active Learning CVPR 2025 Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design ACL 2025 IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding EMNLP 2025 Interruption Handling for Conversational Robots RSS 2025 Inverse Reinforcement Learning by Estimating Expertise of Demonstrators AAAI 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers ACL 2025 Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding EMNLP 2025 Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision ICLR 2025 Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025 Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection CVPR 2025 Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation ICCV 2025 KoACD: The First Korean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-LLM Negotiation EMNLP 2025 Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025 Label Noise Correction via Fuzzy Learning Machine AAAI 2025 Large-Scale School Mapping Using Weakly Supervised Deep Learning for Universal School Connectivity AAAI 2025 LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision ICLR 2025 Learning Affine Correspondences by Integrating Geometric Constraints CVPR 2025