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multi-label classification

1004 papers

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Also known as

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

Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification AAAI 2026
Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices WACV 2026
Dual-Phase Visual-Language Pretraining and Adaptation for Long-Tailed Multi-Label Recognition AAAI 2026
Multi-Label Classification with Incremental and Decremental Features AAAI 2026
The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks AAAI 2026
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026
Modulating Multi-Label Tendency in Zero-Shot LLM Coding: The Effect of Output Structure on CDSS Feedback Analysis EACL 2026
A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation AAAI 2026
LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning AAAI 2026
DiCaP: Distribution-Calibrated Pseudo-labeling for Semi-Supervised Multi-Label Learning AAAI 2026
Quality-aware and Soft Consistency Driven Representation Fusion for Incomplete Multi-view Multi-label Classification AAAI 2026
Early Warning of Intraoperative Adverse Events via Transformer-Driven Multi-Label Learning AAAI 2026
GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences AAAI 2026
Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models EACL 2026
indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages ACL 2025
CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection ACL 2025
Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SEMEVAL 2025
NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning ACL 2025
NLP-DU at SemEval-2025 Task 11: Analyzing Multi-label Emotion Detection ACL 2025
Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing SEMEVAL 2025
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025
YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models ACL 2025
IEGPS-CSIC at SemEval-2025 Task 11: BERT-based approach for Multi-label Emotion Detection in English and Russian texts ACL 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025