Multi-Label Classification

YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification SemEval 2025 Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation SemEval 2025 A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024 Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024 Dual-Encoders for Extreme Multi-label Classification ICLR 2024 Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024 Towards Calibrated Multi-label Deep Neural Networks CVPR 2024 A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification ICLR 2023 A Two-Stage Decoder for Efficient ICD Coding ACL 2023 BEmoLexBERT: A Hybrid Model for Multilabel Textual Emotion Classification in Bangla by Combining Transformers with Lexicon Features EMNLP 2023 Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification CVPR 2023 Concurrent Multi-Label Prediction in Event Streams AAAI 2023 DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification AAAI 2023 Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification ACML 2023 Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023 Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023 Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023 Two-Way Multi-Label Loss CVPR 2023 UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023 AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis EMNLP 2022 DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NeurIPS 2022 Exploiting Global and Local Hierarchies for Hierarchical Text Classification EMNLP 2022 HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022 “It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online EMNLP 2022 M-BAD: A Multilabel Dataset for Detecting Aggressive Texts and Their Targets ACL 2022