Large language models for qualitative research in software engineering: exploring opportunities and challenges
The recent surge in the integration of Large Language Models (LLMs) like ChatGPT into qualitative research in software engineering, much like in other professional domains, demands a closer inspection. This vision paper seeks to explore the opportunities of using LLMs in qualitative research to addr...
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2024
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sg-smu-ink.sis_research-97642024-05-23T05:41:45Z Large language models for qualitative research in software engineering: exploring opportunities and challenges BANO, Muneera HODA, Rashina ZOWGHI, Didar TREUDE, Christoph The recent surge in the integration of Large Language Models (LLMs) like ChatGPT into qualitative research in software engineering, much like in other professional domains, demands a closer inspection. This vision paper seeks to explore the opportunities of using LLMs in qualitative research to address many of its legacy challenges as well as potential new concerns and pitfalls arising from the use of LLMs. We share our vision for the evolving role of the qualitative researcher in the age of LLMs and contemplate how they may utilize LLMs at various stages of their research experience. 2024-05-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/8761 info:doi/10.1007/s10515-023-00407-8 https://ink.library.smu.edu.sg/context/sis_research/article/9764/viewcontent/hoda.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Large language models LLMs Qualitative research Software engineering Programming Languages and Compilers Software Engineering |
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Large language models LLMs Qualitative research Software engineering Programming Languages and Compilers Software Engineering BANO, Muneera HODA, Rashina ZOWGHI, Didar TREUDE, Christoph Large language models for qualitative research in software engineering: exploring opportunities and challenges |
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The recent surge in the integration of Large Language Models (LLMs) like ChatGPT into qualitative research in software engineering, much like in other professional domains, demands a closer inspection. This vision paper seeks to explore the opportunities of using LLMs in qualitative research to address many of its legacy challenges as well as potential new concerns and pitfalls arising from the use of LLMs. We share our vision for the evolving role of the qualitative researcher in the age of LLMs and contemplate how they may utilize LLMs at various stages of their research experience. |
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text |
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BANO, Muneera HODA, Rashina ZOWGHI, Didar TREUDE, Christoph |
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BANO, Muneera HODA, Rashina ZOWGHI, Didar TREUDE, Christoph |
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BANO, Muneera |
title |
Large language models for qualitative research in software engineering: exploring opportunities and challenges |
title_short |
Large language models for qualitative research in software engineering: exploring opportunities and challenges |
title_full |
Large language models for qualitative research in software engineering: exploring opportunities and challenges |
title_fullStr |
Large language models for qualitative research in software engineering: exploring opportunities and challenges |
title_full_unstemmed |
Large language models for qualitative research in software engineering: exploring opportunities and challenges |
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large language models for qualitative research in software engineering: exploring opportunities and challenges |
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Institutional Knowledge at Singapore Management University |
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2024 |
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https://ink.library.smu.edu.sg/sis_research/8761 https://ink.library.smu.edu.sg/context/sis_research/article/9764/viewcontent/hoda.pdf |
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