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multiclass classification

181 papers

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Co-occurring keywords

online learning (1777) multi-class classification (280) support vector machine (978) binary classification (678) regret bound (1926) bandit feedback (118) surrogate loss (94) sample complexity (1169) text classification (6793) learning theory (519)

Papers

Robust Online Learning ALT 2026
DART: An AIGT Detector using AMR of Rephrased Text NAACL 2025
CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025
PerceptionLab at BLP-2025 Task 1: Domain-Adapted BERT for Bangla Hate Speech Detection: Contrasting Single-Shot and Hierarchical Multiclass Classification IJCNLP 2025
KSK@DravidianLangTech 2025: Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments Using Incremental Learning NAACL 2025
Beyond_Tech@DravidianLangTech 2025: Political Multiclass Sentiment Analysis using Machine Learning and Neural Network NAACL 2025
A Comparative Evaluation of Quantification Methods JMLR 2025
MNLP@DravidianLangTech 2025: Transformers vs. Traditional Machine Learning: Analyzing Sentiment in Tamil Social Media Posts NAACL 2025
Synapse@DravidianLangTech 2025: Multiclass Political Sentiment Analysis in Tamil X (Twitter) Comments: Leveraging Feature Fusion of IndicBERTv2 and Lexical Representations NAACL 2025
Akatsuki-CIOL@DravidianLangTech 2025: Ensemble-Based Approach Using Pre-Trained Models for Fake News Detection in Dravidian Languages NAACL 2025
Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025 NAACL 2025
Improved Sample Complexity for Multiclass PAC Learning NIPS 2024
Multiclass Transductive Online Learning NIPS 2024
Optimal Multiclass U-Calibration Error and Beyond NIPS 2024
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models INTERSPEECH 2024
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024
Open Problem: Can Local Regularization Learn All Multiclass Problems? COLT 2024
Unified Binary and Multiclass Margin-Based Classification JMLR 2024
Online Structured Prediction with Fenchel–Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss COLT 2024
Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024
Margin-Based Active Learning of Classifiers JMLR 2024
cantnlp@LT-EDI-2024: Automatic Detection of Anti-LGBTQ+ Hate Speech in Under-resourced Languages EACL 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
Confidence Calibration of Classifiers with Many Classes NIPS 2024
The Implicit Bias of Gradient Descent on Separable Multiclass Data NIPS 2024