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

Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification SEMEVAL 2025

Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach SEMEVAL 2025

Deep Graph Online Hashing for Multi-Label Image Retrieval AAAI 2025

Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SEMEVAL 2025

Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025

Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing SEMEVAL 2025

AutoIntent: AutoML for Text Classification EMNLP 2025

Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SEMEVAL 2025

Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025

Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025

BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SEMEVAL 2025

Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025

Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing ACL 2025

Overview of Third Shared Task on Homophobia and Transphobia Detection in Social Media Comments EACL 2024

Multi-label Bird Species Classification from Field Recordings using Mel_Graph-GCN Framework INTERSPEECH 2024

A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts EACL 2024

Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels CVPR 2024

Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning WACV 2024

Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings EACL 2024

Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning EACL 2024

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024

ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024

Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024

ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SEMEVAL 2024

HierarchyEverywhere at SemEval-2024 Task 4: Detection of Persuasion Techniques in Memes Using Hierarchical Text Classifier SEMEVAL 2024