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Multi-Label Classification

401 directly classified papers

Papers per year

Papers

More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SEMEVAL 2025
Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing ACL 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI 2025
HebID: Detecting Social Identities in Hebrew-language Political Text EMNLP 2025
Large Language Models for Multilingual Previously Fact-Checked Claim Detection EMNLP 2025
Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection COLING 2025
CUET_INSights@NLU of Devanagari Script Languages 2025: Leveraging Transformer-based Models for Target Identification in Hate Speech COLING 2025
Is a bunch of words enough to detect disagreement in hateful content? COLING 2025
Multilingual Propaganda Detection: Exploring Transformer-Based Models mBERT, XLM-RoBERTa, and mT5 COLING 2025
Reading Between the Lines: A dataset and a study on why some texts are tougher than others COLING 2025
Compositional Targeted Multi-Label Universal Perturbations CVPR 2025
Rebalancing Multi-Label Class-Incremental Learning AAAI 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025
Multi-Instance Multi-Label Classification from Crowdsourced Labels AAAI 2025
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025
CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief NAACL 2025
Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish NAACL 2025
BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla NAACL 2025
Assignment of account type to proto-cuneiform economic texts with Multi-Class Support Vector Machines NAACL 2025
Overview of the Shared Task on Fake News Detection in Dravidian Languages-DravidianLangTech@NAACL 2025 NAACL 2025
Untangling the Influence of Typology, Data, and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging NAACL 2025
Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features IJCAI 2024
Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024