@Article{fi15100336,
AUTHOR = {Lozić, Edisa and Štular, Benjamin},
TITLE = {Fluent but Not Factual: A Comparative Analysis of ChatGPT and Other AI Chatbots’ Proficiency and Originality in Scientific Writing for Humanities},
JOURNAL = {Future Internet},
VOLUME = {15},
YEAR = {2023},
NUMBER = {10},
ARTICLE-NUMBER = {336},
URL = {https://www.mdpi.com/1999-5903/15/10/336},
ISSN = {1999-5903},
DOI = {10.3390/fi15100336}
}

@article{ma2023abstract,
  title={Is this abstract generated by ai? a research for the gap between ai-generated scientific text and human-written scientific text},
  author={Ma, Yongqiang and Liu, Jiawei and Yi, Fan and Cheng, Qikai and Huang, Yong and Lu, Wei and Liu, Xiaozhong},
  journal={arXiv preprint arXiv:2301.10416},
  year={2023}
}

@article{Lund_2023,
   title={<scp>ChatGPT</scp>and a new academic reality:<scp>Artificial Intelligence‐written</scp>research papers and the ethics of the large language models in scholarly publishing},
   volume={74},
   ISSN={2330-1643},
   url={http://dx.doi.org/10.1002/asi.24750},
   DOI={10.1002/asi.24750},
   number={5},
   journal={Journal of the Association for Information Science and Technology},
   publisher={Wiley},
   author={Lund, Brady D. and Wang, Ting and Mannuru, Nishith Reddy and Nie, Bing and Shimray, Somipam and Wang, Ziang},
   year={2023},
   month=mar, pages={570–581} }

@misc{kumar2023speakerlyvoicebasedwritingassistant,
      title={Speakerly: A Voice-based Writing Assistant for Text Composition}, 
      author={Dhruv Kumar and Vipul Raheja and Alice Kaiser-Schatzlein and Robyn Perry and Apurva Joshi and Justin Hugues-Nuger and Samuel Lou and Navid Chowdhury},
      year={2023},
      eprint={2310.16251},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2310.16251}, 
}

@misc{yang2025ramblerwilddiarystudy,
      title={Rambler in the Wild: A Diary Study of LLM-Assisted Writing With Speech}, 
      author={Xuyu Yang and Wengxi Li and Matthew G. Lee and Zhuoyang Li and J. D. Zamfirescu-Pereira and Can Liu},
      year={2025},
      eprint={2502.05612},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2502.05612}, 
}

@misc{li2024valuebenefitsconcernsgenerative,
      title={The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing}, 
      author={Zhuoyan Li and Chen Liang and Jing Peng and Ming Yin},
      year={2024},
      eprint={2403.12004},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2403.12004}, 
}

@misc{ippolito2022creativewritingaipoweredwriting,
      title={Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers}, 
      author={Daphne Ippolito and Ann Yuan and Andy Coenen and Sehmon Burnam},
      year={2022},
      eprint={2211.05030},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2211.05030}, 
}

@article{chen2024voicebench,
  title={Voicebench: Benchmarking llm-based voice assistants},
  author={Chen, Yiming and Yue, Xianghu and Zhang, Chen and Gao, Xiaoxue and Tan, Robby T and Li, Haizhou},
  journal={arXiv preprint arXiv:2410.17196},
  year={2024}
}

@article{MAHMOOD2025103406,
title = {User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants},
journal = {International Journal of Human-Computer Studies},
volume = {195},
pages = {103406},
year = {2025},
issn = {1071-5819},
doi = {https://doi.org/10.1016/j.ijhcs.2024.103406},
url = {https://www.sciencedirect.com/science/article/pii/S1071581924001897},
author = {Amama Mahmood and Junxiang Wang and Bingsheng Yao and Dakuo Wang and Chien-Ming Huang},
}

@article{Lin_2024,
   title={Techniques for supercharging academic writing with generative AI},
   volume={9},
   ISSN={2157-846X},
   url={http://dx.doi.org/10.1038/s41551-024-01185-8},
   DOI={10.1038/s41551-024-01185-8},
   number={4},
   journal={Nature Biomedical Engineering},
   publisher={Springer Science and Business Media LLC},
   author={Lin, Zhicheng},
   year={2024},
   month=mar, pages={426–431} }

@inproceedings{Khan_2023,
   title={Applying Machine Learning Analysis for Software Quality Test},
   url={http://dx.doi.org/10.1109/ICCQ57276.2023.10114664},
   DOI={10.1109/iccq57276.2023.10114664},
   booktitle={2023 International Conference on Code Quality (ICCQ)},
   publisher={IEEE},
   author={Khan, Al and Mekuria, Remudin Reshid and Isaev, Ruslan},
   year={2023},
   month=apr, pages={1–15} }

@inproceedings{10.1145/3674912.3674936,
author = {Toktosunova, Akbiike and Ergeshov, Alymbek and Esenalieva, Gulzada and Ermakov, Andrei and Isaev, Ruslan},
title = {Developing an Artificial Intelligence Tool for Image Generation Using a Unique Dataset with Image-to-Image Functionality},
year = {2024},
isbn = {9798400716843},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3674912.3674936},
doi = {10.1145/3674912.3674936},
booktitle = {Proceedings of the International Conference on Computer Systems and Technologies 2024},
pages = {132–136},
numpages = {5},
location = {Ruse, Bulgaria},
series = {CompSysTech '24}
}

@inproceedings{10.1145/3613904.3642217,
author = {Lin, Susan and Warner, Jeremy and Zamfirescu-Pereira, J.D. and Lee, Matthew G and Jain, Sauhard and Cai, Shanqing and Lertvittayakumjorn, Piyawat and Huang, Michael Xuelin and Zhai, Shumin and Hartmann, Bjoern and Liu, Can},
title = {Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation},
year = {2024},
isbn = {9798400703300},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3613904.3642217},
doi = {10.1145/3613904.3642217},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
articleno = {1043},
numpages = {19},
keywords = {AI, LLM, STT, dictation, speech, speech-to-text, text composition, writing},
location = {Honolulu, HI, USA},
series = {CHI '24}
}

@misc{kim2025voiceinteractionconversationalai,
      title={Voice Interaction With Conversational AI Could Facilitate Thoughtful Reflection and Substantive Revision in Writing}, 
      author={Jiho Kim and Philippe Laban and Xiang 'Anthony' Chen and Kenneth C. Arnold},
      year={2025},
      eprint={2504.08687},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2504.08687}, 
}

@inproceedings{shen2023convxai,
  title={ConvXAI: Delivering heterogeneous AI explanations via conversations to support human-AI scientific writing},
  author={Shen, Hua and Huang, Chieh-Yang and Wu, Tongshuang and Huang, Ting-Hao Kenneth},
  booktitle={Companion publication of the 2023 conference on computer supported cooperative work and social computing},
  pages={384--387},
  year={2023}
}

@misc{deepseek_api_docs,
  title        = {DeepSeek API Documentation},
  howpublished = {\url{https://api-docs.deepseek.com/}},
  note         = {Accessed: 2025-05-XX},
}

@misc{vosk_toolkit,
  author       = {{Alexey} Khrabrov and {Aliaksandr} Kozlov},
  title        = {Vosk Speech Recognition Toolkit},
  howpublished = {\url{https://alphacephei.com/vosk/}},
  note         = {Accessed: 2025-05-XX},
}

@misc{figma_wikipedia,
  title        = {Figma},
  author       = {{Figma, Inc.}},
  howpublished = {\url{https://en.wikipedia.org/wiki/Figma}},
  note         = {Online collaborative interface design tool; Accessed: 2025-05-XX},
}

@misc{streamlit_github,
  title        = {Streamlit – A faster way to build and share data apps},
  author       = {{Streamlit, Inc.}},
  howpublished = {\url{https://github.com/streamlit/streamlit}},
  note         = {Open-source Python framework for interactive web apps; Accessed: 2025-05-XX},
}