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medical text classification

21 papers

Papers

AbjadMed: Arabic Medical Text Classification at AbjadNLP 2026 EACL 2026 Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ACL 2026 HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification EACL 2026 MedArabs at AbjadMed: Arabic Medical Text Classification via Data- and Algorithm-Level Fusion EACL 2026 MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts EACL 2026 REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture EACL 2026 A General Knowledge Injection Framework for ICD Coding ACL 2025 Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023 Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 Detecting Urgency in Multilingual Medical SMS in Kenya AACL 2022 ICDBigBird: A Contextual Embedding Model for ICD Code Classification ACL 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Towards BERT-based Automatic ICD Coding: Limitations and Opportunities NAACL 2021 HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing ACL 2020 Multimodal Machine Learning for Automated ICD Coding MLHC 2019 Evidence Type Classification in Randomized Controlled Trials EMNLP 2018 PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks ACL 2018 PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts IJCNLP 2017