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Multi-Label Classification

103 papers

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Papers

Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation ACL 2025
Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study ACL 2025
VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text ACL 2025
Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data ACL 2025
CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection ACL 2025
McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models ACL 2025
JUNLP_Sarika at SemEval-2025 Task 11: Bridging Contextual Gaps in Text-Based Emotion Detection using Transformer Models ACL 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods ACL 2025
Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025
Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification EMNLP 2025
Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge MIDL 2025
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024
Towards Calibrated Multi-label Deep Neural Networks CVPR 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification AAAI 2023
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023
Concurrent Multi-Label Prediction in Event Streams AAAI 2023
A Two-Stage Decoder for Efficient ICD Coding ACL 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification CVPR 2023
Two-Way Multi-Label Loss CVPR 2023