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Multi-Label Classification

100 directly classified papers

Papers per year

Papers

Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods ACL 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025
JUNLP_Sarika at SemEval-2025 Task 11: Bridging Contextual Gaps in Text-Based Emotion Detection using Transformer Models ACL 2025
LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models ACL 2025
YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers ACL 2025
DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models ACL 2025
NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches ACL 2025
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
Towards Calibrated Multi-label Deep Neural Networks CVPR 2024
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification AAAI 2023
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023
Concurrent Multi-Label Prediction in Event Streams AAAI 2023
Two-Way Multi-Label Loss CVPR 2023
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification CVPR 2023
BEmoLexBERT: A Hybrid Model for Multilabel Textual Emotion Classification in Bangla by Combining Transformers with Lexicon Features EMNLP 2023
A Two-Stage Decoder for Efficient ICD Coding ACL 2023
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NIPS 2022