Classification

Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss NAACL 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 Provably Safeguarding a Classifier from OOD and Adversarial Samples ICLR 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning AAAI 2025 Pseudo-Label Reconstruction for Partial Multi-Label Learning IJCAI 2025 Psych-Occlusion: using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue WACV 2025 PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT SemEval 2025 PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025 PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests WACV 2025 Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount ICLR 2025 Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection ICLR 2025 QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods SemEval 2025 QM-AI at SemEval-2025 Task 6: an Ensemble of BERT Models for Promise Identification in ESG Context SemEval 2025 QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification SemEval 2025 QPM: Discrete Optimization for Globally Interpretable Image Classification ICLR 2025 Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach IJCNLP 2025 Quantifying Overfitting along the Regularization Path for Two-Part-Code MDL in Supervised Classification COLT 2025 Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs ICML 2025 Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment COLING 2025 RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025 RadEval: A framework for radiology text evaluation EMNLP 2025 Radical Allomorphy: Phonological Surface Forms without Phonology EMNLP 2025 RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025 RALS: Resources and Baselines for Romanian Automatic Lexical Simplification EMNLP 2025