no code implementations • NAACL 2022 • Si-An Chen, Jie-Jyun Liu, Tsung-Han Yang, Hsuan-Tien Lin, Chih-Jen Lin
The power and the potential of deep learning models attract many researchers to design advanced and sophisticated architectures.
Multi Label Text Classification Multi-Label Text Classification +1
no code implementations • 25 Feb 2024 • Yu-Hsueh Fang, He-Zhe Lin, Jie-Jyun Liu, Chih-Jen Lin
Automatic differentiation is a key component in deep learning.
1 code implementation • 12 Jun 2023 • Yu-Chen Lin, Si-An Chen, Jie-Jyun Liu, Chih-Jen Lin
Large-scale pre-trained language models such as BERT are popular solutions for text classification.
1 code implementation • 27 Apr 2023 • Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin
Clinical notes are assigned ICD codes - sets of codes for diagnoses and procedures.
Ranked #1 on Medical Code Prediction on MIMIC-IV-ICD10-top50
no code implementations • ACL 2021 • Jie-Jyun Liu, Tsung-Han Yang, Si-An Chen, Chih-Jen Lin
In the topic of multi-label classification for medical code prediction, one influential paper conducted a proper parameter selection on a set, but when moving to a subset of frequently occurring labels, the authors used the same parameters without a separate tuning.