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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026
From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech EACL 2026
Using Correspondence Patterns to Identify Irregular Words in Cognate Sets Through Leave-One-Out Validation EACL 2026
Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026
HiLoMix: Robust High- and Low-Frequency Graph Learning Framework for Mixing Address Association AAAI 2026
On Coresets for End-to-end Learning from Crowds AAAI 2026
Combating Semantic Contamination in Learning with Label Noise AAAI 2025
Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function AAAI 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach ACL 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating ICCV 2025
Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation ICCV 2025
Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision ICLR 2025
Weakly-Supervised Learning of Dense Functional Correspondences ICCV 2025
NLIP at BEA 2025 Shared Task: Evaluation of Pedagogical Ability of AI Tutors ACL 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks AAAI 2025
Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025
Minimal Evidence Group Identification for Claim Verification NAACL 2025
Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025