Zhecheng Sheng

NLP System for Mining Social Determinant of Health From Clinical Notes and its Fairness Evaluations

Zhecheng Sheng, 2022, 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI).

A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge

Maria L. Gini, Serguei V. S. Pakhomov, Raymond L. Finzel, 2023, DIALDOC.

Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes

Meliha Yetisgen-Yildiz, Xiruo Ding, Zhecheng Sheng, 2023, ArXiv.

Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts

Xiruo Ding, Zhecheng Sheng, Trevor Cohen, 2023, ArXiv.

Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies

Changye Li, Zhecheng Sheng, Trevor Cohen, 2024, 2406.02830.