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Editing as Transformation in AI Writing Dataset
Dataset   Open access

Editing as Transformation in AI Writing Dataset

Jim Alves-Foss and Baby Grace Llego
2026
Appears in  Data Repository

Abstract

AI-assisted writing textual transformation editing intensity AI detection systems ai detector consistency educational AI policy Computer Science

Data from our study entitled "Editing or Generation? AI-Assisted Writing as Textual Transformation and Its Implications for Detection and Academic Integrity". Includes the original and edited essays, the diff files, raw data, python scripts used to process the data, and the excel spread sheet with raw data and summary tables.

zip
Essays24.87 MBDownloadView
Open Access
xlsx
ai_editing_analysis234.04 kBDownloadView
Open Access
json
merged_corrected366.65 kBDownloadView
Open Access
py
Detection AnalysisDownloadView
Code/Script Python3 program to read the combined_merged.json file and generate results related to the AI detection portion of the experiment Open Access GNU General Public License (GPL) V3.0
py
Statistical AnalysisDownloadView
Code/Script Python3 program to read the combined_merged.json file and generate results related to the AI editing portion of the experiment Open Access GNU General Public License (GPL) V3.0

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