Search Results for author: Ruijun Chen

Found 7 papers, 2 papers with code

Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues

1 code implementation12 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)

Dialogue Generation

CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks

no code implementations10 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.

Disease Prediction Transfer Learning

A Generic Knowledge Based Medical Diagnosis Expert System

no code implementations9 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.

Medical Diagnosis

A Data-driven Human Responsibility Management System

no code implementations6 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.

Management

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