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multi-label classification

1004 papers

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Also known as

XMTC MLIC MLR MLEE MTC MLTC XMC MLC

Co-occurring keywords

text classification (6776) emotion detection (313) transformer model (1988) large language model (12755) transfer learning (5442) attention mechanism (3975) label correlation (77) ensemble learning (1271) zero-shot learning (3637) contrastive learning (3979)

Papers

NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection ACL 2025
An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction ACL 2025
PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT ACL 2025
DataBees at SemEval-2025 Task 11: Challenges and Limitations in Multi-Label Emotion Detection ACL 2025
xiacui at SemEval-2025 Task 11: Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss SEMEVAL 2025
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection ACL 2025
Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding COLING 2025
HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. SEMEVAL 2025
DataBees at SemEval-2025 Task 11: Challenges and Limitations in Multi-Label Emotion Detection SEMEVAL 2025
McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
XLM-Muriel at SemEval-2025 Task 11: Hard Parameter Sharing for Multi-lingual Multi-label Emotion Detection SEMEVAL 2025
YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification SEMEVAL 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 SEMEVAL 2025
bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models SEMEVAL 2025
Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025
CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification SEMEVAL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SEMEVAL 2025
Category-Specific Selective Feature Enhancement for Long-Tailed Multi-Label Image Classification ICCV 2025
Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025
Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025
[MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. EMNLP 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SEMEVAL 2025
RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning SEMEVAL 2025
“Clutch or Cry” Team at TRACS @ WASP2025: A Hybrid Stacking Ensemble for Astrophysical Document Classification AACL 2025