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Gondy Leroy

University of Arizona

Department of History

Tucson, AZ 85721

United States

  • University of Arizona

SCHOLARLY PAPERS

3

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146

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Coherence and Comprehensibility: Large Language Models Predict Lay Understanding of Health-Related Content

Number of pages: 36 Posted: 09 Jul 2024
Trevor Cohen, Weizhe Xu, Yue Guo, Serguei Pakhomov and Gondy Leroy
University of Washington, University of Washington, University of Washington, University of Minnesota - Minneapolis and University of Arizona
Downloads 57

Abstract:

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layperson comprehension, large language models, text coherence, word embeddings

2.

Text Characteristics that Contribute to Health Information Understanding: Evaluating Quantitative Features as Predictors of Processing Fluency and Comprehension

Number of pages: 12 Posted: 24 Nov 2025
Stephen A. Rains, Arif Ahmed, Philip Harber, David Kauchak and Gondy Leroy
University of Arizona, affiliation not provided to SSRN, University of Arizona, Pomona College and University of Arizona
Downloads 46

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Health information comprehension, Text complexity, Readability metrics, Information delivery format

3.

Deep Learning for Autism Detection Using Clinical Notes: An Evaluation of Transfer Learning for a Transparent and Black-Box Approach

Number of pages: 17 Posted: 11 Dec 2024
Gondy Leroy, Prakash Bisht, Sai Madhuri Kandula, Nell Maltman and Sydney Rice
University of Arizona, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 43

Abstract:

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Autism Spectrum Disorder, ASD, transparent machine learning, black-box machine learning, Transfer learning, BioBERT