Detecting LLM-assisted writing in scientific communication: Are we there yet?

Alexi, A., Lazebnik, T., & Rosenfeld, A. (2024). The scientometrics and reciprocality underlying co-authorship panels in Google Scholar profiles. Scientometrics, 1–11. https://doi.org/10.1007/s11192-024-05026-y Alexi A. Lazebnik T. Rosenfeld A. ( 2024 ). The scientometrics and reciprocality underlying co-authorship panels in Google Scholar profiles . Scientometrics , 1 – 11 . https://doi.org/10.1007/s11192-024-05026-y Search in Google Scholar

Bhattacharjee, A., Kumarage, T., Moraffah, R., & Liu, H. (2023). Conda: Contrastive domain adaptation for AI-generated text detection. In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (pp. 598–610). Association for Computational Linguistics. Bhattacharjee A. Kumarage T. Moraffah R. Liu H. ( 2023 ). Conda: Contrastive domain adaptation for AI-generated text detection . In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (pp. 598 – 610 ). Association for Computational Linguistics . Search in Google Scholar

Bin-Nashwan, S. A., Sadallah, M., & Bouteraa, M. (2023). Use of ChatGPT in academia: Academic integrity hangs in the balance. Technology in Society, 75, 102370. Bin-Nashwan S. A. Sadallah M. Bouteraa M. ( 2023 ). Use of ChatGPT in academia: Academic integrity hangs in the balance . Technology in Society , 75 , 102370 . Search in Google Scholar

Dergaa, I., Chamari, K., Zmijewski, P., & Ben Saad, H. (2023). From human writing to artificial intelligence generated text: Examining the prospects and potential threats of ChatGPT in academic writing. Biology of Sport, 40(2), 615–622. Dergaa I. Chamari K. Zmijewski P. Ben Saad H. ( 2023 ). From human writing to artificial intelligence generated text: Examining the prospects and potential threats of ChatGPT in academic writing . Biology of Sport , 40 ( 2 ), 615 – 622 . Search in Google Scholar

Draxler, F., Werner, A., Lehmann, F., Hoppe, M., Schmidt, A., Buschek, D., & Welsch, R. (2023). The AI ghostwriter effect: When users do not perceive ownership of AI-generated text but self-declare as authors. arXiv:2303.03283 Draxler F. Werner A. Lehmann F. Hoppe M. Schmidt A. Buschek D. Welsch R. ( 2023 ). The AI ghostwriter effect: When users do not perceive ownership of AI-generated text but self-declare as authors . arXiv:2303.03283 Search in Google Scholar

Editorial. (2023). Tools such as ChatGPT threaten transparent science; here are our ground rules for their use. Nature, 613. Editorial . ( 2023 ). Tools such as ChatGPT threaten transparent science; here are our ground rules for their use . Nature , 613 . Search in Google Scholar

Lazebnik, T., & Rosenfeld, A. (2023). A computational model for individual scholars’ writing style dynamics. arXiv:2305.04900 Lazebnik T. Rosenfeld A. ( 2023 ). A computational model for individual scholars’ writing style dynamics . arXiv:2305.04900 Search in Google Scholar

Lund, B. D., & Wang, T. (2023). Chatting about ChatGPT: How may AI and GPT impact academia and libraries? Library Hi Tech News, 40(3), 26–29. Lund B. D. Wang T. ( 2023 ). Chatting about ChatGPT: How may AI and GPT impact academia and libraries? Library Hi Tech News , 40 ( 3 ), 26 – 29 . Search in Google Scholar

Sallam, M. (2023). ChatGPT utility in healthcare education, research, and practice: Systematic review on the promising perspectives and valid concerns. Healthcare, 11(6), 887. Sallam M. ( 2023 ). ChatGPT utility in healthcare education, research, and practice: Systematic review on the promising perspectives and valid concerns . Healthcare , 11 ( 6 ), 887 . Search in Google Scholar

Seßler, K., Xiang, T., Bogenrieder, L., & Kasneci, E. (2023). Peer: Empowering writing with large language models. In O. Viberg, I. Jivet, P. Muñoz-Merino, M. Perifanou, & T. Papathoma (Eds.), Responsive and sustainable educational futures (pp. 755–761). Lecture Notes in Computer Science, vol 14200. Springer, Cham. https://doi.org/10.1007/978-3-031-42682-7_73 Seßler K. Xiang T. Bogenrieder L. Kasneci E. ( 2023 ). Peer: Empowering writing with large language models . In O. Viberg I. Jivet P. Muñoz-Merino M. Perifanou T. Papathoma (Eds.), Responsive and sustainable educational futures (pp. 755 – 761 ). Lecture Notes in Computer Science, vol 14200 . Springer , Cham . https://doi.org/10.1007/978-3-031-42682-7_73 Search in Google Scholar

Semrl, N., Feigl, S., Taumberger, N., Bracic, T., Fluhr, H., Blockeel, C., & Kollmann, M. (2023). AI language models in human reproduction research: Exploring ChatGPT’s potential to assist academic writing. Human Reproduction, 38(12), 2281–2288. Semrl N. Feigl S. Taumberger N. Bracic T. Fluhr H. Blockeel C. Kollmann M. ( 2023 ). AI language models in human reproduction research: Exploring ChatGPT’s potential to assist academic writing . Human Reproduction , 38 ( 12 ), 2281 – 2288 . Search in Google Scholar

Sikes, P. (2009). Will the real author come forward? Questions of ethics, plagiarism, theft and collusion in academic research writing. International Journal of Research & Method in Education, 32(1), 13–24. Sikes P. ( 2009 ). Will the real author come forward? Questions of ethics, plagiarism, theft and collusion in academic research writing . International Journal of Research & Method in Education , 32 ( 1 ), 13 – 24 . Search in Google Scholar

Su, J., Zhuo, T. Y., Wang, D., & Nakov, P. (2023). DetectLLM: Leveraging log rank information for zero-shot detection of machine-generated text. arXiv:2306.05540 Su J. Zhuo T. Y. Wang D. Nakov P. ( 2023 ). DetectLLM: Leveraging log rank information for zero-shot detection of machine-generated text . arXiv:2306.05540 Search in Google Scholar

Tang, R., Chuang, Y.-N., & Hu, X. (2023). The science of detecting LLM-generated texts. arXiv:2303.07205 Tang R. Chuang Y.-N. Hu X. ( 2023 ). The science of detecting LLM-generated texts . arXiv:2303.07205 Search in Google Scholar

Wu, K., Pang, L., Shen, H., Cheng, X., & Chua, T.-S. (2023). LLMDet: A third party large language models generated text detection tool. In H. Bouamor, J. Pino, & K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023 (pp. 2113–2133). Association for Computational Linguistics. Wu K. Pang L. Shen H. Cheng X. Chua T.-S. ( 2023 ). LLMDet: A third party large language models generated text detection tool . In H. Bouamor J. Pino K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023 (pp. 2113 – 2133 ). Association for Computational Linguistics . Search in Google Scholar

Yuan, A., Coenen, A., Reif, E., & Ippolito, D. (2022). Wordcraft: Story writing with large language models. In Proceedings of the 27th International Conference on Intelligent User Interfaces (IUI ′22). Association for Computing Machinery, New York, NY, USA, 841–852. https://doi.org/10.1145/3490099.3511105 Yuan A. Coenen A. Reif E. Ippolito D. ( 2022 ). Wordcraft: Story writing with large language models . In Proceedings of the 27th International Conference on Intelligent User Interfaces (IUI ′22) . Association for Computing Machinery , New York, NY, USA , 841 – 852 . https://doi.org/10.1145/3490099.3511105 Search in Google Scholar

Zargari, H., Rosenfeld, A., & Elmalech, A. (2023). Online self-presentation: Examining gender differences in academic scholars’ personal web-pages. In Proceedings of iConference 2023. Zargari H. Rosenfeld A. Elmalech A. ( 2023 ). Online self-presentation: Examining gender differences in academic scholars’ personal web-pages . In Proceedings of iConference 2023 . Search in Google Scholar