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ORCIDChangye Li 0001
Person information
- affiliation: University of Washington, Department of Biomedical Informatics and Medical Education, Seattle, WA, USA
- affiliation (PhD 2024): University of Minnesota, Institute of Health Informatics, Minneapolis, MN, USA
Other persons with the same name
- Changye Li 0002 — Guilin University of Electronic Technology, China
- Changye Li 0003 — Peking University, PKU-Alignment Team, Beijing, China
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Journal Articles
- 2024
[j2]Changye Li
, Weizhe Xu, Trevor Cohen, Serguei Pakhomov:
Useful blunders: Can automated speech recognition errors improve downstream dementia classification? J. Biomed. Informatics 150: 104598 (2024)- 2021
- [j1]Yue Guo, Changye Li, Carol Roan, Serguei Pakhomov, Trevor Cohen:
Crossing the "Cookie Theft" Corpus Chasm: Applying What BERT Learns From Outside Data to the ADReSS Challenge Dementia Detection Task. Frontiers Comput. Sci. 3: 642517 (2021)
Conference and Workshop Papers
- 2024
- [c4]Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov:
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. ACL (Findings) 2024: 6363-6377 - 2022
- [c3]Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov:
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. ACL (1) 2022: 1866-1877 - 2020
- [c2]Yifan Li, Changye Li, Gavin Bart, Rui Zhang:
Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health records. AMIA 2020 - 2018
- [c1]Changye Li, Zachary Levonian, Haiwei Ma, Svetlana Yarosh:
Condition Unknown: Predicting Patients' Health Conditions in an Online Health Community. CSCW Companion 2018: 281-284
Informal and Other Publications
- 2024
- [i6]Changye Li, Weizhe Xu, Trevor Cohen, Serguei Pakhomov:
Useful Blunders: Can Automated Speech Recognition Errors Improve Downstream Dementia Classification? CoRR abs/2401.05551 (2024) - [i5]Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov:
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. CoRR abs/2406.02830 (2024) - [i4]Changye Li, Trevor Cohen, Serguei Pakhomov:
Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance. CoRR abs/2407.13982 (2024) - 2023
- [i3]Changye Li, Trevor Cohen, Martin Michalowski, Serguei Pakhomov:
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. CoRR abs/2302.07322 (2023) - 2022
- [i2]Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov:
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. CoRR abs/2203.13397 (2022) - [i1]Changye Li, Trevor Cohen, Serguei Pakhomov:
The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification. CoRR abs/2211.07430 (2022)
Coauthor Index
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