Classification

A Theoretical Analysis of Detecting Large Model-Generated Time Series AAAI 2026 A Transformer and Prototype-based Interpretable Model for Contextual Sarcasm Detection EACL 2026 A Unified Shape-Aware Foundation Model for Time Series Classification AAAI 2026 AusSmoke meets MultiNatSmoke: a fully-labelled diverse smoke segmentation dataset WACV 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 Automated Screening of Antibacterial Nanoparticle Literature: Dataset Curation and Model Evaluation EACL 2026 Automatic Funny Scene Extraction from Long-form Cinematic Videos AAAI 2026 Autonomous Concept Drift Threshold Determination AAAI 2026 Back-of-the-Book Index Automation for Arabic Documents EACL 2026 BAG: Benchmarking Anomaly Detection on Dynamic Graphs AAAI 2026 Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden’s J statistic EACL 2026 Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing JMLR 2026 Bayes-Optimal Fair Classification with Multiple Sensitive Features AAAI 2026 BCE3S: Binary Cross-Entropy Based Tripartite Synergistic Learning for Long-Tailed Recognition AAAI 2026 Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark EACL 2026 Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues AAAI 2026 Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily AAAI 2026 Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification AAAI 2026 Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions AAAI 2026 Beyond Sampling: Self-Sorting for Long-Context Ranking EACL 2026 BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance AAAI 2026 Bi-Level Contextual Bandits for Individualized Resource Allocation Under Delayed Feedback AAAI 2026 Binary Split Categorical Feature with Mean Absolute Error Criteria in CART AAAI 2026 Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement EACL 2026 BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract) AAAI 2026