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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

Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024
Visual Narratives: Large-Scale Hierarchical Classification of Art-Historical Images WACV 2024
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes SEMEVAL 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 SEMEVAL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
ProTeCt: Prompt Tuning for Taxonomic Open Set Classification CVPR 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes SEMEVAL 2024
RDproj at SemEval-2024 Task 4: An Ensemble Learning Approach for Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
McRock at SemEval-2024 Task 4: Mistral 7B for Multilingual Detection of Persuasion Techniques In Memes SEMEVAL 2024
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment IJCAI 2024
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024
whatdoyoumeme at SemEval-2024 Task 4: Hierarchical-Label-Aware Persuasion Detection using Translated Texts NAACL 2024
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-Localization Using Hierarchies and Scenes CVPR 2023
Score_IsAll_You_Need at BLP-2023 Task 1: A Hierarchical Classification Approach to Detect Violence Inciting Text using Transformers EMNLP 2023
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ACL 2023
PingAnLifeInsurance at SemEval-2023 Task 10: Using Multi-Task Learning to Better Detect Online Sexism SEMEVAL 2023
PALI: A Language Identification Benchmark for Perso-Arabic Scripts EACL 2023
Trusted Fine-Grained Image Classification through Hierarchical Evidence Fusion AAAI 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system ACL 2023
TransHP: Image Classification with Hierarchical Prompting NIPS 2023
HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy ACL 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization CVPR 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023
Natural Disaster Tweets Classification Using Multimodal Data EMNLP 2023