Classification

RLTHF: Targeted Human Feedback for LLM Alignment ICML 2025 RMKMavericks@DravidianLangTech 2025: Emotion Mining in Tamil and Tulu Code-Mixed Text: Challenges and Insights NAACL 2025 Robust Automatic Modulation Classification with Fuzzy Regularization ICML 2025 Robust Conformal Prediction with a Single Binary Certificate ICLR 2025 Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025 Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025 Robust Multi-bit Text Watermark with LLM-based Paraphrasers ICML 2025 Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025 Rotation Invariant Spatial Networks for Single-View Point Cloud Classification IJCAI 2025 RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning SemEval 2025 RUAccent: Advanced System for Stress Placement in Russian with Homograph Resolution COLING 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025 SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025 SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025 SAFIRE: Segment Any Forged Image Region AAAI 2025 Salvage: Shapley-distribution Approximation Learning Via Attribution Guided Exploration for Explainable Image Classification ICLR 2025 SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation ICLR 2025 Sample and Oracle Efficient Reinforcement Learning for MDPs with Linearly-Realizable Value Functions COLT 2025 Sample Compression Scheme Reductions ALT 2025 SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025 Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning EMNLP 2025 SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds CVPR 2025 Scalable Acceleration for Classification-Based Derivative-Free Optimization AAAI 2025 Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025