Classification

Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions EMNLP 2025 Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data ICML 2025 BanHate: An Up-to-Date and Fine-Grained Bangla Hate Speech Dataset AACL 2025 BanHateME : Understanding Hate in Bangla Memes thorough Detection, Categorization, and Target Profiling AACL 2025 BAREC Shared Task 2025 on Arabic Readability Assessment EMNLP 2025 Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations AAAI 2025 Bayesian Inference for Correlated Human Experts and Classifiers ICML 2025 bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models SemEval 2025 BCE vs. CE in Deep Feature Learning ICML 2025 BD at BEA 2025 Shared Task: MPNet Ensembles for Pedagogical Mistake Identification and Localization in AI Tutor Responses ACL 2025 Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse ACL 2025 BElite at BLP-2025 Task 1: Leveraging Ensemble for Multi Task Hate Speech Detection in Bangla AACL 2025 Be More Specific: Evaluating Object-centric Realism in Synthetic Images CVPR 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression ICML 2025 Benign Overfitting in Token Selection of Attention Mechanism ICML 2025 BERT-Based Code Learning for Exception Localization and Type Prediction AAAI 2025 Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025 Beyond Clean Training Data: A Versatile and Model-Agnostic Framework for Out-of-Distribution Detection with Contaminated Training Data CVPR 2025 Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection COLING 2025 Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025 BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection AAAI 2025 Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025 Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective ICCV 2025 Beyond Negative Stereotypes – Non-Negative Abusive Utterances about Identity Groups and Their Semantic Variants ACL 2025