2 code implementations • NAACL (ClinicalNLP) 2022 • Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen
Prior work has shown that pretrained language models underperformed on this task with the regular finetuning scheme.
1 code implementation • NAACL 2021 • Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen
To address this problem, we propose a two-stage framework to improve automatic ICD coding by capturing the label correlation.
no code implementations • WS 2019 • Shang-Chi Tsai, Ting-Yun Chang, Yun-Nung Chen
Clinical notes are essential medical documents to record each patient{'}s symptoms.
1 code implementation • 10 Sep 2018 • Ting-Yun Chang, Ta-Chung Chi, Shang-Chi Tsai, Yun-Nung Chen
This paper focuses on interpreting the embeddings for various aspects, including sense separation in the vector dimensions and definition generation.