{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:30:06Z","timestamp":1781019006792,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T00:00:00Z","timestamp":1774224000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,3,23]]},"DOI":"10.1145\/3748522.3780008","type":"proceedings-article","created":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T14:17:49Z","timestamp":1781014669000},"page":"1437-1443","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Requirement Bot: Enhancing Software User Requirement List Through Retrieval-Augmented Human\u2013AI Co-Authoring"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-1098-4261","authenticated-orcid":false,"given":"Wangfan","family":"Li","sequence":"first","affiliation":[{"name":"Human Centered Computing, Clemson University, South Carolina, SC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9430-2661","authenticated-orcid":false,"given":"Carlos","family":"Toxtli","sequence":"additional","affiliation":[{"name":"Human Centered Computing, Clemson University, South Carolina, SC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,9]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.29327\/1588952.28-12"},{"key":"e_1_3_2_1_2_1","first-page":"426","article-title":"Software defect reduction top 10 list. Foundations of empirical software engineering: the legacy of Victor R","volume":"426","author":"Boehm Barry","year":"2005","unstructured":"Barry Boehm and Victor R Basili. 2005. Software defect reduction top 10 list. Foundations of empirical software engineering: the legacy of Victor R. Basili, 426, 37, 426\u2013431.","journal-title":"Basili"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology 3 2 77\u2013101.","DOI":"10.1191\/1478088706qp063oa"},{"key":"e_1_3_2_1_4_1","unstructured":"Tom Brown et al. 2020. Language models are few-shot learners. Advances in neural information processing systems 33 1877\u20131901."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642134"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2011-000089"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2025.1519437"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/302979.303030"},{"key":"e_1_3_2_1_9_1","volume-title":"Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih.","author":"Karpukhin Vladimir","year":"2020","unstructured":"Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick SH Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih. 2020. Dense passage retrieval for open-domain question answering. In EMNLP (1), 6769\u20136781."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Yu He Ke et al. 2025. Retrieval augmented generation for 10 large language models and its generalizability in assessing medical fitness. npj Digital Medicine 8 1 187.","DOI":"10.1038\/s41746-025-01519-z"},{"key":"e_1_3_2_1_11_1","unstructured":"Mojtaba Komeili Kurt Shuster and Jason Weston. 2021. Internet-augmented dialogue generation. arXiv preprint arXiv:2107.07566."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Hermann Kroll Christin K Kreutz Mathias Jehn and Thomas Risse. 2024. Requirements for a digital library system: a case study in digital humanities (technical report). arXiv preprint arXiv:2410.22358.","DOI":"10.1145\/3677389.3702502"},{"key":"e_1_3_2_1_13_1","unstructured":"Patrick Lewis et al. 2020. Retrieval-augmented generation for knowledge-intensive nlp tasks. Advances in neural information processing systems 33 9459\u20139474."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2019.2909033"},{"key":"e_1_3_2_1_15_1","unstructured":"Reiichiro Nakano et al. 2021. Webgpt: browser-assisted question-answering with human feedback. arXiv preprint arXiv:2112.09332."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-015-9416-2"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/RE.2012.6345802"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/URTC65039.2024.10937613"},{"key":"e_1_3_2_1_19_1","unstructured":"Kristina Pitula Deborah Dysart-Gale and Thiruvengadam Radhakrishnan. 2010. Expanding theories of hci: a case study in requirements engineering for ict4d. Information Technologies & International Development 6 1 pp-78."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00766-011-0127-y"},{"key":"e_1_3_2_1_21_1","volume-title":"Requirements engineering fundamentals: a study guide for the certified professional for requirements engineering exam-foundation level-IREB compliant. Rocky Nook","author":"Pohl Klaus","unstructured":"Klaus Pohl. 2016. Requirements engineering fundamentals: a study guide for the certified professional for requirements engineering exam-foundation level-IREB compliant. Rocky Nook, Inc."},{"key":"e_1_3_2_1_22_1","unstructured":"Klaus Pohl. 1996. Requirements engineering: An overview. RWTH Fachgruppe Informatik Aachen."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Giovanni Quattrocchi Liliana Pasquale Paola Spoletini and Luciano Baresi. 2025. Can llms generate user stories and assess their quality? arXiv preprint arXiv:2507.15157.","DOI":"10.1109\/TSE.2026.3670612"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3706599.3719985"},{"key":"e_1_3_2_1_25_1","first-page":"1","article-title":"Evaluating user story quality with llms: a comparative study","author":"Sharma Amol","year":"2025","unstructured":"Amol Sharma and Anil Kumar Tripathi. 2025. Evaluating user story quality with llms: a comparative study. Journal of Intelligent Information Systems, 1\u201329.","journal-title":"Journal of Intelligent Information Systems"},{"key":"e_1_3_2_1_26_1","unstructured":"Chaitanya Sharma. 2025. Retrieval-augmented generation: a comprehensive survey of architectures enhancements and robustness frontiers. arXiv preprint arXiv:2506.00054."},{"key":"e_1_3_2_1_27_1","unstructured":"Brianna Smith Lisa Garrity and Theresa Kratschmer. 2009. Getting your requirements right: collaborate with stakeholders to work smarter-using ibm rational requirements composer software. Effective software delivery White paper 1\u201312."},{"key":"e_1_3_2_1_28_1","volume-title":"14th Annual International Symposium number JSC-CN-8435","author":"Stecklein Jonette M","year":"2004","unstructured":"Jonette M Stecklein, Jim Dabney, Brandon Dick, Bill Haskins, Randy Lovell, and Gregory Moroney. 2004. Error cost escalation through the project life cycle. In 14th Annual International Symposium number JSC-CN-8435."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3728963"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/QRS-C63300.2024.00151"},{"key":"e_1_3_2_1_31_1","unstructured":"Ziwei Xu Sanjay Jain and Mohan Kankanhalli. 2024. Hallucination is inevitable: an innate limitation of large language models. arXiv preprint arXiv:2401.11817."},{"key":"e_1_3_2_1_32_1","unstructured":"Mohammad Amin Zadenoori Jacek D\u0105browski Waad Alhoshan Liping Zhao and Alessio Ferrari. 2025. Large language models (llms) for requirements engineering (re): a systematic literature review. arXiv preprint arXiv:2509.11446."},{"key":"e_1_3_2_1_33_1","unstructured":"Yujia Zhou et al. 2024. Trustworthiness in retrieval-augmented generation systems: a survey. arXiv preprint arXiv:2409.10102."}],"event":{"name":"SAC '26: 41st ACM\/SIGAPP Symposium on Applied Computing","location":"Grand Hotel Palace Thessaloniki Greece","acronym":"SAC '26","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing"]},"container-title":["Proceedings of the 41st ACM\/SIGAPP Symposium on Applied Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3748522.3780008","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T14:48:45Z","timestamp":1781016525000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3748522.3780008"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,23]]},"references-count":33,"alternative-id":["10.1145\/3748522.3780008","10.1145\/3748522"],"URL":"https:\/\/doi.org\/10.1145\/3748522.3780008","relation":{},"subject":[],"published":{"date-parts":[[2026,3,23]]},"assertion":[{"value":"2026-06-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}