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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