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What characteristics make ChatGPT effective for software issue resolution? An empirical study of task, project, and conversational signals in GitHub issues

Crossref DOI link: https://doi.org/10.1007/s10664-025-10745-8

Published Online: 2025-11-18

Published Print: 2026-01

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ehsani, Ramtin https://orcid.org/0000-0003-1517-7135
Pathak, Sakshi

Parra, Esteban

Haiduc, Sonia

Chatterjee, Preetha
License Information

Text and Data Mining valid from 2025-11-18

Version of Record valid from 2025-11-18
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Article History

Received: 28 January 2025

Accepted: 29 September 2025

First Online: 18 November 2025

Declarations

:

: The authors declare that they have no conflict of interest.

: Not applicable.

: Not applicable.

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