Shang-Chi Tsai

3 papers · 2019–2022 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

NAACL (2) EMNLP (1)

Top co-authors

Yun-Nung Chen (3) Chao-Wei Huang (2) Ting-Yun Chang (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Applications (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

multi-label classification (3) electronic health record (2) convolutional neural network (1) data imbalance (1) pre-trained language model (1) label correlation (1) clinical text (1) hierarchical category (1) icd coding (1) hierarchical dependency (1) diagnostic code (1) medical code prediction (1) domain adaptation (1) diagnostic code prediction (1) hierarchical classification (1)

Papers

PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022 Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL 2021 Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019