multi-label text classification

MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events ACL 2026 HebID: Detecting Social Identities in Hebrew-language Political Text EMNLP 2025 Multi-Label Text Classification with Label Attention Aware and Correlation Aware Contrastive Learning IJCAI 2025 Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification NAACL 2025 A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ACL 2024 Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024 Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification EMNLP 2024 Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification AAAI 2024 Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SemEval 2023 Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities EMNLP 2023 Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023 BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification COLING 2022 Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022 Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022 Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing EMNLP 2021 Does Head Label Help for Long-Tailed Multi-Label Text Classification AAAI 2021 Label-Specific Dual Graph Neural Network for Multi-Label Text Classification ACL 2021 Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021 An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020 Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019 Label-Specific Document Representation for Multi-Label Text Classification EMNLP 2019 Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019 Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL 2019 Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification EMNLP 2018