Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings

1 code implementation • COLING 2022 • Shurui Zhang, Bozheng Zhang, Fuxin Zhang, Bo Sang, Wanchun Yang

However, existing studies did not exploit the discourse structure of clinical notes, which provides rich contextual information for code assignment.

Epidemiology Medical Code Prediction

Couler: Unified Machine Learning Workflow Optimization in Cloud

1 code implementation • 12 Mar 2024 • Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jingji Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

This variety poses a challenge for end-users in terms of mastering different engine APIs.

DLRover: An Elastic Deep Training Extension with Auto Job Resource Recommendation

no code implementations • 4 Apr 2023 • Qinlong Wang, Bo Sang, HaiTao Zhang, Mingjie Tang, Ke Zhang

The resource configuration of a job deeply affect this job's performance (e. g., training throughput, resource utilization, and completion rate).