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hierarchical classification

240 papers

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text classification (6776) multi-label classification (1004) large language model (12755) transformer model (1988) multi-task learning (2556) transfer learning (5442) zero-shot learning (3637) persuasion detection (134) representation learning (6174) prompt engineering (1128)

Papers

KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News ACL 2025
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification COLING 2025
Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT SEMEVAL 2025
YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification AAAI 2025
Zero-Shot ATC Coding with Large Language Models for Clinical Assessments NAACL 2025
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models ACL 2025
Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection SEMEVAL 2025
cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SEMEVAL 2025
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SEMEVAL 2025
A General Knowledge Injection Framework for ICD Coding ACL 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News SEMEVAL 2025
Hierarchical Material Recognition from Local Appearance ICCV 2025
CUET_Sntx_Srfrs at BLP-2025 Task 1: Combining Hierarchical Classification and Ensemble Learning for Bengali Hate Speech Detection IJCNLP 2025
CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills NAACL 2025
Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition AAAI 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting ACL 2025
cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification ACL 2025
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models ACL 2025
Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT ACL 2025
Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025
TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs ACL 2025
Hierarchical Classification Auxiliary Network for Time Series Forecasting AAAI 2025
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs ACL 2025