Cohen, Trevor

1. Automated Lay Language Summarization of Biomedical Scientific Reviews
   2020/12/23 by Yue Guo, Wei Qiu, Guo, Yue +5 · 6 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
2. Retrieval augmentation of large language models for lay language generation
   2022/11/07 by Yue Guo, Wei Qiu, Guo, Yue +7 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
3. Personalized Jargon Identification for Enhanced Interdisciplinary Communication
   2023/11/16 by Guo, Yue, Chang, Joseph Chee, Antoniak, Maria +4 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type
   2020/05/07 by Cohen, Trevor, Pakhomov, Serguei · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models
   2022/03/25 by Changye Li, Li, Changye, David S. Knopman +7 · 1 citation
   Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Text Readability and Simplification #Topic Modeling
6. Toward Large Language Models as a Therapeutic Tool: Comparing Prompting Techniques to Improve GPT-Delivered Problem-Solving Therapy
   2024/08/27 by Filienko, Daniil, Wang, Yinzhou, Jazmi, Caroline El +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
7. Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance
   2024/07/19 by Li, Changye, Cohen, Trevor, Pakhomov, Serguei · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation
   2025/05/15 by Yue Guo, Guo, Yue, Jae Ho Sohn +5 · 1 voice · 1 citation
   #cs.CL