Classification

Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label AAAI 2025 SENTRA: Selected-Next-Token Transformer for LLM Text Detection EMNLP 2025 SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025 SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents IJCNLP 2025 Shapley Consensus Deep Learning for Ensemble Pruning WACV 2025 Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods ICLR 2025 Shedding Light on Time Series Classification using Interpretability Gated Networks ICLR 2025 ShieldHead: Decoding-time Safeguard for Large Language Models ACL 2025 SHIP: Structural Hierarchies for Instance-Dependent Partial Labels WACV 2025 Should Decision-Makers Reveal Classifiers in Online Strategic Classification? ICML 2025 SIC: Similarity-Based Interpretable Image Classification with Neural Networks ICCV 2025 SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model CVPR 2025 SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses AAAI 2025 SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025 Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch ACL 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025 SKPD Emergency @ NLU of Devanagari Script Languages 2025: Devanagari Script Classification using CBOW Embeddings with Attention-Enhanced BiLSTM COLING 2025 SLACE: A Monotone and Balance-Sensitive Loss Function for Ordinal Regression AAAI 2025 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media ACL 2025 Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 SmartCal: A Novel Automated Approach to Classifier Probability Calibration AutoML 2025 Smart Motor: A Low-Cost Hardware and Software Toolkit for Introducing Supervised Machine Learning to Elementary School Students AAAI 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025