Changye Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Ad Hoc Information Retrieval

Speech Recognition

Language Modelling

Electronic Health Records

Top Venues

Publications

Changye Li, Weizhe Xu, Trevor Cohen, Serguei Pakhomov
Useful blunders: Can automated speech recognition errors improve downstream dementia classification? J. Biomed. Informatics 150 (2024)
Jiaming Ji, Kaile Wang, Tianyi Qiu, Boyuan Chen, Jiayi Zhou, Changye Li, Hantao Lou, Yaodong Yang
Language Models Resist Alignment. CoRR (2024)
Lingzhong Zhao, Fuliang Luo, Zhongyi Zhai, Junyan Qian, Hao Ding, Changye Li
MAIT: Multi-agent Local Observation Interaction to Improve the Decision-Making Ability. ICIC (2) (2024)
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)
Changye Li, Trevor Cohen, Serguei Pakhomov
Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance. CoRR (2024)
Changye Li, Weizhe Xu, Trevor Cohen, Serguei Pakhomov
Useful Blunders: Can Automated Speech Recognition Errors Improve Downstream Dementia Classification? CoRR (2024)
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 (2024)
Changye Li, Trevor Cohen, Martin Michalowski, Serguei Pakhomov
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. CoRR (2023)
Changye Li, Trevor Cohen, Serguei Pakhomov
The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification. CoRR (2022)
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 (2022)
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)
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 (2021)
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)
Changye Li, Zachary Levonian, Haiwei Ma, Svetlana Yarosh
Condition Unknown: Predicting Patients' Health Conditions in an Online Health Community. CSCW Companion (2018)