{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T07:24:26Z","timestamp":1772004266425,"version":"3.50.1"},"reference-count":182,"publisher":"Emerald","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,2,24]]},"abstract":"<jats:sec>\n                    <jats:title>Purpose<\/jats:title>\n                    <jats:p>The aim of this study is to offer valuable insights to businesses and facilitate better understanding on transformer-based models (TBMs), which are among the widely employed generative artificial intelligence (GAI) models, garnering substantial attention due to their ability to process and generate complex data.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Design\/methodology\/approach<\/jats:title>\n                    <jats:p>Existing studies on TBMs tend to be limited in scope, either focusing on specific fields or being highly technical. To bridge this gap, this study conducts robust bibliometric analysis to explore the trends across journals, authors, affiliations, countries and research trajectories using science mapping techniques \u2013 co-citation, co-words and strategic diagram analysis.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Findings<\/jats:title>\n                    <jats:p>Identified research gaps encompass the evolution of new closed and open-source TBMs; limited exploration across industries like education and disciplines like marketing; a lack of in-depth exploration on TBMs' adoption in the health sector; scarcity of research on TBMs' ethical considerations and potential TBMs' performance research in diverse applications, like image processing.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Originality\/value<\/jats:title>\n                    <jats:p>The study offers an updated TBMs landscape and proposes a theoretical framework for TBMs' adoption in organizations. Implications for managers and researchers along with suggested research questions to guide future investigations are provided.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1108\/k-03-2024-0554","type":"journal-article","created":{"date-parts":[[2024,7,19]],"date-time":"2024-07-19T00:25:27Z","timestamp":1721348727000},"page":"1308-1344","source":"Crossref","is-referenced-by-count":6,"title":["The research landscape on generative artificial intelligence: a\u00a0bibliometric analysis of transformer-based models"],"prefix":"10.1108","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3854-2879","authenticated-orcid":true,"given":"Giulio","family":"Marchena Sekli","sequence":"first","affiliation":[{"name":"CENTRUM Cat\u00f3lica Graduate Business School , ,","place":["Lima, Per\u00fa"]},{"name":"Pontificia Universidad Cat\u00f3lica del Per\u00fa , ,","place":["Lima, Per\u00fa"]}]}],"member":"140","published-online":{"date-parts":[[2024,7,19]]},"reference":[{"issue":"8","key":"2026022412470436100_ref001","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10462-021-09958-2","article-title":"Transformer models for text-based emotion detection: a review of BERT-based approaches","volume":"54","author":"Acheampong","year":"2021","journal-title":"Artificial Intelligence Review"},{"issue":"1","key":"2026022412470436100_ref002","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1186\/s13731-021-00156-6","article-title":"Innovation practices for survival of small and medium enterprises (SMEs) in the COVID-19 times: the role of external support","volume":"10","author":"Adam","year":"2021","journal-title":"Journal of Innovation and Entrepreneurship"},{"key":"2026022412470436100_ref003","doi-asserted-by":"publisher","DOI":"10.3386\/w31422","article-title":"Combining human expertise with artificial intelligence: experimental evidence from radiology","author":"Agarwal","year":"2023"},{"key":"2026022412470436100_ref004","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1109\/ICHI54592.2022.00016","article-title":"A transformer-based model for older adult behavior change detection","author":"Akbari","year":"2022"},{"key":"2026022412470436100_ref005","unstructured":"Alayrac, J.-B., Donahue, J., Luc, P., Miech, A., Barr, I., Hasson, Y., Lenc, K., Mensch, A., Millican, K., Reynolds, M., Ring, R., Rutherford, E., Cabi, S., Han, T., Gong, Z., Samangooei, S., Monteiro, M., Menick, J., Borgeaud, S., Brock, A., Nematzadeh, A., Sharifzadeh, A., Binkowski, M., Barreira, R., Vinyals, O., Zisserman, A. and Simonyan, K. 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