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Papers
Revisiting Hierarchical Text Classification: Inference and Metrics
CoNLL 2024
Scalable Patent Classification with Aggregated Multi-View Ranking
COLING 2024
Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss
NeurIPS 2024
Shared Task for Cross-lingual Classification of Corporate Social Responsibility (CSR) Themes and Topics
COLING 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification
SemEval 2024
So Hateful! Building a Multi-Label Hate Speech Annotated Arabic Dataset
COLING 2024
Spanning the Spectrum of Hatred Detection: A Persian Multi-Label Hate Speech Dataset with Annotator Rationales
AAAI 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis
EMNLP 2024
SuteAlbastre at SemEval-2024 Task 4: Predicting Propaganda Techniques in Multilingual Memes using Joint Text and Vision Transformers
SemEval 2024
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training
AAAI 2024
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt
IJCAI 2024
Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification
AAAI 2024
The iNaturalist Sounds Dataset
NeurIPS 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise
AAAI 2024
Towards Calibrated Multi-label Deep Neural Networks
CVPR 2024
Towards Explainable Multi-Label Text Classification: A Multi-Task Rationalisation Framework for Identifying Indicators of Forced Labour
EMNLP 2024
Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification
ACL 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification
COLING 2024
VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification
NAACL 2024
View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning
CVPR 2024
Visual Narratives: Large-Scale Hierarchical Classification of Art-Historical Images
WACV 2024
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
EMNLP 2024
WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives
IJCAI 2024
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
CVPR 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment
IJCAI 2024