← Core Methods
Machine Learning › Core Methods ›

Classification

15289 directly classified papers

Papers per year

Papers

PFedCS: A Personalized Federated Learning Method for Enhancing Collaboration among Similar Classifiers AAAI 2025
Revisiting Early Detection of Sexual Predators via Turn-level Optimization NAACL 2025
What the #?*!: Disentangling Hate Across Target Identities NAACL 2025
MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews NAACL 2025
Towards Debiased Generalized Category Discovery IJCAI 2025
Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning IJCAI 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries IJCAI 2025
Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025
NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages NAACL 2025
AnalysisArchitects@DravidianLangTech 2025: Machine Learning Approach to Political Multiclass Sentiment Analysis of Tamil NAACL 2025
MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025
ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost NAACL 2025
On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025
Enhancing Mixture of Experts with Independent and Collaborative Learning for Long-Tail Visual Recognition IJCAI 2025
KEC_TECH_TITANS@DravidianLangTech 2025: Abusive Text Detection in Tamil and Malayalam Social Media Comments Using Machine Learning NAACL 2025
Why Novels (Don’t) Break Through: Dynamics of Canonicity in the Danish Modern Breakthrough (1870-1900) NAACL 2025
‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025
SSNTrio@DravidianLangTech2025: LLM Based Techniques for Detection of Abusive Text Targeting Women NAACL 2025
JustATalentedTeam@DravidianLangTech 2025: A Study of ML and DL approaches for Sentiment Analysis in Code-Mixed Tamil and Tulu Texts NAACL 2025
MNLP@DravidianLangTech 2025: Transformers vs. Traditional Machine Learning: Analyzing Sentiment in Tamil Social Media Posts NAACL 2025
codecrackers@DravidianLangTech 2025: Sentiment Classification in Tamil and Tulu Code-Mixed Social Media Text Using Machine Learning NAACL 2025
Cyber Protectors@DravidianLangTech 2025: Abusive Tamil and Malayalam Text Targeting Women on Social Media using FastText NAACL 2025
AnalysisArchitects@DravidianLangTech 2025: BERT Based Approach For Detecting AI Generated Product Reviews In Dravidian Languages NAACL 2025
Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection ACL 2025