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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

BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News ACL 2025
GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News ACL 2025
YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025
Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025
Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification SEMEVAL 2025
Automated Coding of Counsellor and Client Behaviours in Motivational Interviewing Transcripts: Validation and Application AACL 2025
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball CVPR 2024
CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning COLING 2024
ProTeCt: Prompt Tuning for Taxonomic Open Set Classification CVPR 2024
Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting NAACL 2024
Consistent Hierarchical Classification with A Generalized Metric AISTATS 2024
Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024
SMASH at AraFinNLP2024: Benchmarking Arabic BERT Models on the Intent Detection ACL 2024
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024
Deep Imbalanced Regression via Hierarchical Classification Adjustment CVPR 2024
OtterlyObsessedWithSemantics at SemEval-2024 Task 4: Developing a Hierarchical Multi-Label Classification Head for Large Language Models NAACL 2024
Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024
CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation SEMEVAL 2024
OtterlyObsessedWithSemantics at SemEval-2024 Task 4: Developing a Hierarchical Multi-Label Classification Head for Large Language Models SEMEVAL 2024
MAdVerse: A Hierarchical Dataset of Multi-Lingual Ads From Diverse Sources and Categories WACV 2024
Pauk at SemEval-2024 Task 4: A Neuro-Symbolic Method for Consistent Classification of Propaganda Techniques in Memes SEMEVAL 2024
Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes NAACL 2024
Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024