A survey of 457 SE researchers finds widespread GenAI use concentrated in writing and ideation, with productivity gains but persistent concerns over accuracy, bias, and the need for clearer governance rules.
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cs.SE 2years
2026 2representative citing papers
Multi-shot prompting raises agreement with humans for Claude Haiku but not DeepSeek-Chat or Gemini 2.5 Flash, with models showing different stability and a consistent bias toward over-labeling negative feedback.
citing papers explorer
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Taking a Pulse on How Generative AI is Reshaping the Software Engineering Research Landscape
A survey of 457 SE researchers finds widespread GenAI use concentrated in writing and ideation, with productivity gains but persistent concerns over accuracy, bias, and the need for clearer governance rules.
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Prompt Engineering Strategies for LLM-based Qualitative Coding of Psychological Safety in Software Engineering Communities: A Controlled Empirical Study
Multi-shot prompting raises agreement with humans for Claude Haiku but not DeepSeek-Chat or Gemini 2.5 Flash, with models showing different stability and a consistent bias toward over-labeling negative feedback.