TY - JOUR A1 - Feger, Sebastian A1 - Kosch, Thomas T1 - Risk or Chance? Large Language Models and Reproducibility in HCI Research JF - Interactions N2 - This paper explores the impact of large language models (LLMs) on reproducibility within Human-Computer Interaction (HCI) research. As LLMs gain popularity in academia, they bring both unprecedented opportunities and notable risks. While LLMs can enhance research efficiency and foster innovative methods, they also challenge established norms in replicability and transparency. This paper analyzes the dual role of LLMs as both a risk and a chance, proposing strategies to ensure reliable, reproducible results in HCI studies. KW - LLMs KW - Reproducibility KW - HCI Y1 - 2024 U6 - https://doi.org/10.1145/3695765 VL - 31 IS - 6 SP - 44 EP - 49 PB - ACM Interactions ER -