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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

ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SEMEVAL 2025
NYCU-NLP at SemEval-2025 Task 11: Assembling Small Language Models for Multilabel Emotion Detection and Intensity Prediction ACL 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 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
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection ACL 2025
Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach ACL 2025
AtlasIA at SemEval-2025 Task 11: FastText-Based Emotion Detection in Moroccan Arabic for Low-Resource Settings ACL 2025
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs ACL 2025
Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning ACL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules ACL 2025
RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning ACL 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records ACL 2025
JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models ACL 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition ACL 2025
DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting ACL 2025
gowithnlp at SemEval-2025 Task 10: Leveraging Entity-Centric Chain of Thought and Iterative Prompt Refinement for Multi-Label Classification ACL 2025
Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning ACL 2025
MambaML: Exploring State Space Models for Multi-Label Image Classification ICCV 2025
Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing ACL 2025
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025
Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach SEMEVAL 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025