2022
DOI: 10.3390/su14137598
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A Systematic Review of Machine-Translation-Assisted Language Learning for Sustainable Education

Abstract: With the rapid development of artificial intelligence, machine translation (MT) has gained popularity in recent years. This study aims to present a systematic review of literature on MT-assisted language learning in terms of main users, theoretical frameworks, users’ attitudes, and the ways in which MT tools are integrated with language teaching and learning. To this end, relevant peer-reviewed articles (n = 26) were selected through the Preferred Reporting Items for Systematic Review and Meta-Analysis Protoco… Show more

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Cited by 35 publications
(37 citation statements)
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“…The TL of languages is complex [20], some factors that influence according to [21] are due to traditional methods, deprivation of opportunities, outdated session templates, and poor social commitment, as evidenced in the Quechua language, which does not guarantee the level of equity and formative quality for the preservation as a mother tongue, its culture and territorial identity [22]. According to [23] the new technological tools seek to reduce the weakening of indigenous languages, allowing them to preserve of the cultural identity of Andean and indigenous peoples, but their application is very scarce.…”
Section: Related Workmentioning
confidence: 99%
“…The TL of languages is complex [20], some factors that influence according to [21] are due to traditional methods, deprivation of opportunities, outdated session templates, and poor social commitment, as evidenced in the Quechua language, which does not guarantee the level of equity and formative quality for the preservation as a mother tongue, its culture and territorial identity [22]. According to [23] the new technological tools seek to reduce the weakening of indigenous languages, allowing them to preserve of the cultural identity of Andean and indigenous peoples, but their application is very scarce.…”
Section: Related Workmentioning
confidence: 99%
“…Excessive dependency on these tools may hinder the proper development of translating skills. The penalty points for student translations utilizing MT were significantly higher (Deng, 2022).…”
Section: Discussionmentioning
confidence: 95%
“…This review followed the rapid assessment of the literature method [ 35 ], namely the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocol (PRISMA-P). As a scoping review framework, PRISMA-P has been extensively applied in a variety of disciplines including humanities [ 36 ], engineering [ 37 ], education [ 8 ], and linguistics [ 38 ], because of its advantage in presenting a highly focused thematic systematic examination of research on a particular topic [ 39 ]. The selection process of the retrieved literature was as follows ( Fig.…”
Section: Methodsmentioning
confidence: 99%
“…Scholars have displayed a growing interest in the practice of languaging in second language (L2) classes at different levels, ranging from primary schools to tertiary institutions [ 8 ]. Previous studies have explored the effect of languaging on L2 learning among divergent learner populations in different contexts (i.e., [ [9] , [10] , [11] ]).…”
Section: Introductionmentioning
confidence: 99%