no code implementations • 11 Dec 2023 • Will E. Thompson, David M. Vidmar, Jessica K. De Freitas, John M. Pfeifer, Brandon K. Fornwalt, Ruijun Chen, Gabriel Altay, Kabir Manghnani, Andrew C. Nelsen, Kellie Morland, Martin C. Stumpe, Riccardo Miotto
Identifying disease phenotypes from electronic health records (EHRs) is critical for numerous secondary uses.
1 code implementation • 12 Jan 2023 • Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Both memories collaborate to obtain entailment and discourse representation for the generation, allowing a deeper understanding of both consistency and coherence.
Ranked #1 on Dialogue Generation on Persona-Chat (using extra training data)
no code implementations • 10 Nov 2021 • Chao Pang, Xinzhuo Jiang, Krishna S Kalluri, Matthew Spotnitz, Ruijun Chen, Adler Perotte, Karthik Natarajan
CEHR-BERT also demonstrated strong transfer learning capability, as our model trained on only 5% of data outperformed comparison models trained on the entire data set.
no code implementations • 9 Oct 2021 • Xin Huang, Xuejiao Tang, Wenbin Zhang, Shichao Pei, Ji Zhang, Mingli Zhang, Zhen Liu, Ruijun Chen, Yiyi Huang
The proposed disease diagnosis system also uses a graphical user interface (GUI) to facilitate users to interact with the expert system.
1 code implementation • SEMEVAL 2021 • Ruijun Chen, Jin Wang, Xuejie Zhang
In this paper, a transformer-based model with auxiliary information is proposed for SemEval-2021 Task 5.
no code implementations • 14 Feb 2021 • Ruijun Chen, Jiong Qiu, Xuejiao Tang
The safety management is critically important in the workplace.
no code implementations • 6 Dec 2020 • Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang
An ideal safe workplace is described as a place where staffs fulfill responsibilities in a well-organized order, potential hazardous events are being monitored in real-time, as well as the number of accidents and relevant damages are minimized.