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Classification

15289 directly classified papers

Papers per year

Papers

Improving Informally Romanized Language Identification EMNLP 2025
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media EMNLP 2025
RedHerring Attack: Testing the Reliability of Attack Detection EMNLP 2025
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025
On the Learning with Augmented Class via Forests IJCAI 2025
Advances in Auto-Grading with Large Language Models: A Cross-Disciplinary Survey ACL 2025
Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss ACL 2025
CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging CVPR 2025
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025
FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning CVPR 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
Tuebingen at SemEval-2025 Task 10: Class Weighting, External Knowledge and Data Augmentation in BERT Models ACL 2025
Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats ACL 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025
Mitigating Selection Bias with Node Pruning and Auxiliary Options ACL 2025
OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection ACL 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025
Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning CVPR 2025
NarrativeMiners at SemEval-2025 Task 10: Combating Manipulative Narratives in Online News ACL 2025
YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa ACL 2025
Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation CVPR 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025
Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations AAAI 2025