Classification

Bringing Emerging Architectures to Sequence Labeling in NLP EACL 2026 BugSweeper: Function-Level Detection of Smart Contract Vulnerabilities Using Graph Neural Networks AAAI 2026 Can Pseudo-Label Be More Reliable? A Simple yet Effective Topology-Aware Graph Self-Training Method AAAI 2026 CAT-Net: A Cross-Attention Tone Network for Cross-Subject EEG-EMG Fusion Tone Decoding AAAI 2026 Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026 CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations EACL 2026 Classifier-induced Reciprocal Points for Multi-label Open-set Recognition AAAI 2026 Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models AAAI 2026 Collaborative Dual Representations for Semi-Supervised Partial Label Learning AAAI 2026 CommonForms: A Large, Diverse Dataset for Form Field Detection WACV 2026 Compositional Attribute Imbalance in Vision Datasets AAAI 2026 Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection AAAI 2026 Conformal Prediction Meets Long-tail Classification AAAI 2026 Constrained Random Forest for Domain-Generalizable Classification UAI 2026 Content Diversity-guided Ambiguity Mitigation for Open-Set Noisy Label Learning AAAI 2026 contestant001 at SemEval-2026 Task 13 Stylometric and TF-IDF-Based Detection of Machine-Generated Code SemEval 2026 Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 2026 Convergence of Vector Quantization–Based Classifiers to the Bayes Optimal Classifier with Applications to Hybrid System Identification L4DC 2026 Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds AAAI 2026 Coverage-Constrained Human-AI Cooperation with Multiple Experts AAAI 2026 CURIO: Curvature-Aligned and Efficient OCR for Low-Resource Historical Manuscripts WACV 2026 Dataset Distillation by Influence Matching CVPR 2026 DCRNet: Delayed Conversion Modeling Based Personalized Flight Itinerary Ranking Network AAAI 2026 Decomposition Sampling for Efficient Region Annotations in Active Learning WACV 2026 Deconstructing the Failure of Ideal Noise Correction: A Three-Pillar Diagnosis CVPR 2026