"This Sounds Unclear": Evaluating ChatGPT capability in translating end-user prompts into ready-to-deploy Python Code.

Author:

Andrao Margherita1ORCID,Morra Diego2ORCID,Paccosi Teresa1ORCID,Matera Maristella2ORCID,Treccani Barbara3ORCID,Zancanaro Massimo1ORCID

Affiliation:

1. Department of Psychology and Cognitive Science, Università di Trento, Italy and Fondazione Bruno Kessler, Italy

2. Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Italy

3. Department of Psychology and Cognitive Science, Università di Trento, Italy

Funder

NextGenerationEU

Publisher

ACM

Reference15 articles.

1. Imtiaz Ahmed, Ayon Roy, Mashrafi Kajol, Uzma Hasan, Partha Protim Datta, and Md Rokonuzzaman Reza. 2023. ChatGPT vs. Bard: a comparative study. Authorea Preprints (2023).

2. Margherita Andrao, Fabrizio Balducci, Bernardo Breve, Federica Cena, Giuseppe Desolda, Vincenzo Deufemia, Cristina Gena, Maristella Matera, Andrea Mattioli, Fabio Paternò, 2023. Understanding Concepts, Methods and Tools for End-User Control of Automations in Ecosystems of Smart Objects and Services. In International Symposium on End User Development. Springer, 104–124.

3. Carmelo Ardito, Maria F. Costabile, Giuseppe Desolda, Marco Manca, Maristella Matera, Fabio Paternò, and Carmen Santoro. 2019. Improving Tools that Allow End Users to Configure Smart Environments. In End-User Development, Alessio Malizia, Stefano Valtolina, Anders Morch, Alan Serrano, and Andrew Stratton (Eds.). Springer International Publishing, Cham, 244–248.

4. Bernardo Breve, Giuseppe Desolda, Francesco Greco, and Vincenzo Deufemia. 2023. Democratizing Cybersecurity in Smart Environments: Investigating the Mental Models of Novices and Experts. In International Symposium on End User Development. Springer, 145–161.

5. Task Automation Services: Automation for the Masses

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