conftrace_

multi-class classification

280 papers

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Co-occurring keywords

text classification (6793) support vector machine (978) transformer model (1996) multiclass classification (181) binary classification (678) ensemble learning (1274) generalization bound (652) active learning (1301) multi-label classification (1009) transfer learning (5449)

Papers

Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection ICCV 2025
RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations EMNLP 2025
iLostTheCode at SemEval-2025 Task 10: Bottom-up Multilevel Classification of Narrative Taxonomies ACL 2025
Code_Gen at BLP-2025 Task 1: Enhancing Bangla Hate Speech Detection with Transformers through Token-Aware Adversarial Contrastive Training and Layer-wise Learning Rate Decay IJCNLP 2025
Overview of the Shared Task on Sentiment Analysis in Tamil and Tulu NAACL 2025
Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods IJCAI 2024
Regimes of No Gain in Multi-class Active Learning JMLR 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
A Universal Growth Rate for Learning with Smooth Surrogate Losses NIPS 2024
Optimal Multiclass U-Calibration Error and Beyond NIPS 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection NIPS 2024
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text SEMEVAL 2024
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers NIPS 2024
Rating-Based Reinforcement Learning AAAI 2024
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NIPS 2024
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios ACL 2024
Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024
Fairness guarantees in multi-class classification with demographic parity JMLR 2024
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision AAAI 2024
What Makes Partial-Label Learning Algorithms Effective? NIPS 2024
Predicting Acute Pain Levels Implicitly from Vocal Features INTERSPEECH 2024
Shared Task for Cross-lingual Classification of Corporate Social Responsibility (CSR) Themes and Topics COLING 2024
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024
TAAL: Target-Aware Active Learning COLING 2024
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024