Classification

Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025 Boosting, Voting Classifiers and Randomized Sample Compression Schemes ALT 2025 BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation AACL 2025 Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO* ICML 2025 Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025 Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms ACL 2025 Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025 Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025 BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification SemEval 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging CVPR 2025 Calibrated Disambiguation for Partial Multi-label Learning AAAI 2025 Calibrating Language Models for Neural Ranking under Noisy Supervision with Relaxed Labels EMNLP 2025 Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection EMNLP 2025 Can a calibration metric be both testable and actionable? COLT 2025 Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence ICML 2025 Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? ICML 2025 Can GPTZero’s AI Vocabulary Distinguish Between LLM-Generated and Student-Written Essays? ACL 2025 Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes NAACL 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Can Large Language Models perform Relation-based Argument Mining? COLING 2025 Can LLMs Find a Needle in a Haystack? A Look at Anomaly Detection Language Modeling EMNLP 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Can Vision Language Models Understand Mimed Actions? ACL 2025 CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025