icd coding

Evaluation and LLM-Guided Learning of ICD Coding Rationales EACL 2026 JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework ACL 2026 ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding IJCNLP 2025 A General Knowledge Injection Framework for ICD Coding ACL 2025 The Anatomy of Evidence: An Investigation Into Explainable ICD Coding ACL 2025 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 Low Resource ICD Coding of Hospital Discharge Summaries ACL 2024 A Two-Stage Decoder for Efficient ICD Coding ACL 2023 Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023 Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023 Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning NeurIPS 2023 AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 Classifying Unstructured Clinical Notes via Automatic Weak Supervision MLHC 2022 HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding MLHC 2022 Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022 Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism ACL 2021 CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021 A Label Attention Model for ICD Coding from Clinical Text IJCAI 2020 Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding IJCAI 2020 BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining EMNLP 2020 Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ACL 2020