TY - JOUR
T1 - Writing in the era of large language models
T2 - a bibliometric analysis of research field
AU - Litvinova, Tatiana A.
AU - Mikros, George K.
AU - Dekhnich, Olga V.
N1 - Publisher Copyright:
© 2024 Belgorod State National Research University. All rights reserved.
PY - 2024
Y1 - 2024
N2 - The widespread adoption of large language models (LLMs) and chatbots over the past two years has significantly altered writing practices. This editorial paper aims to conduct a bibliometric analysis of the interdisciplinary research field concerning various aspects of writing in the context of LLMs. A search was conducted in the bibliographic database Scopus in December 2024 using the following query: (“large language model*” OR “LLM” OR “*GPT”) AND “writing”. We included studies published since 2020 and limited our search to articles, conference proceedings, books and book chapters. The search yielded a total of 1,629 documents. The retrieved records were analyzed using the R package bibliometrix and VOSviewer software. By employing these tools in combination, we identified the most relevant sources, leading countries and institutions, analyzed the most cited publications of the collection and constructed topical clusters. Our findings indicate that the most prominent research topics include the authorship and plagiarism in academic writing, challenges in second language education, automated writing evaluation, and issues related to creative writing in the context of LLMs.
AB - The widespread adoption of large language models (LLMs) and chatbots over the past two years has significantly altered writing practices. This editorial paper aims to conduct a bibliometric analysis of the interdisciplinary research field concerning various aspects of writing in the context of LLMs. A search was conducted in the bibliographic database Scopus in December 2024 using the following query: (“large language model*” OR “LLM” OR “*GPT”) AND “writing”. We included studies published since 2020 and limited our search to articles, conference proceedings, books and book chapters. The search yielded a total of 1,629 documents. The retrieved records were analyzed using the R package bibliometrix and VOSviewer software. By employing these tools in combination, we identified the most relevant sources, leading countries and institutions, analyzed the most cited publications of the collection and constructed topical clusters. Our findings indicate that the most prominent research topics include the authorship and plagiarism in academic writing, challenges in second language education, automated writing evaluation, and issues related to creative writing in the context of LLMs.
KW - Bibliometric review
KW - ChatGPT
KW - Keyword co-occurrence
KW - Large language model
KW - Scopus database
KW - VOSviewer
KW - Writing
KW - bibliometrix R-package
UR - http://www.scopus.com/inward/record.url?scp=85217209701&partnerID=8YFLogxK
U2 - 10.18413/2313-8912-2024-10-4-0-1
DO - 10.18413/2313-8912-2024-10-4-0-1
M3 - Review article
AN - SCOPUS:85217209701
SN - 2313-8912
VL - 10
SP - 5
EP - 16
JO - Research Result. Theoretical and Applied Linguistics
JF - Research Result. Theoretical and Applied Linguistics
IS - 4
ER -