{"title":"Trinka:通过智能写作评估系统促进学术写作","authors":"Jessie S. Barrot","doi":"10.1016/j.asw.2025.100953","DOIUrl":null,"url":null,"abstract":"<div><div>In recent years, intelligent writing evaluation (IWE) systems have gained significant attention due to their ability to enhance the writing process and improve content quality through artificial intelligence (AI) and natural language processing (NLP). This technology review focuses on Trinka, an advanced IWE system tailored for academic writing, which delivers context-aware feedback beyond basic grammar corrections. Key features of Trinka include an AI content detector, academic phrase bank, journal finder, citation checker, inclusive language recommendations, and plagiarism detection—tools specifically designed to meet the needs of scholars and researchers. The review also examines how Trinka can be integrated into second language (L2) writing instruction, highlighting its potential to enhance learning and assessment. Finally, the paper addresses limitations, such as user over-reliance, privacy concerns, and financial accessibility, urging educators and writers to adopt a critical and responsible approach to Trinka’s use in academic contexts.</div></div>","PeriodicalId":46865,"journal":{"name":"Assessing Writing","volume":"65 ","pages":"Article 100953"},"PeriodicalIF":4.2000,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Trinka: Facilitating academic writing through an intelligent writing evaluation system\",\"authors\":\"Jessie S. Barrot\",\"doi\":\"10.1016/j.asw.2025.100953\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In recent years, intelligent writing evaluation (IWE) systems have gained significant attention due to their ability to enhance the writing process and improve content quality through artificial intelligence (AI) and natural language processing (NLP). This technology review focuses on Trinka, an advanced IWE system tailored for academic writing, which delivers context-aware feedback beyond basic grammar corrections. Key features of Trinka include an AI content detector, academic phrase bank, journal finder, citation checker, inclusive language recommendations, and plagiarism detection—tools specifically designed to meet the needs of scholars and researchers. The review also examines how Trinka can be integrated into second language (L2) writing instruction, highlighting its potential to enhance learning and assessment. Finally, the paper addresses limitations, such as user over-reliance, privacy concerns, and financial accessibility, urging educators and writers to adopt a critical and responsible approach to Trinka’s use in academic contexts.</div></div>\",\"PeriodicalId\":46865,\"journal\":{\"name\":\"Assessing Writing\",\"volume\":\"65 \",\"pages\":\"Article 100953\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-05-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Assessing Writing\",\"FirstCategoryId\":\"98\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1075293525000406\",\"RegionNum\":1,\"RegionCategory\":\"文学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Assessing Writing","FirstCategoryId":"98","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1075293525000406","RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
Trinka: Facilitating academic writing through an intelligent writing evaluation system
In recent years, intelligent writing evaluation (IWE) systems have gained significant attention due to their ability to enhance the writing process and improve content quality through artificial intelligence (AI) and natural language processing (NLP). This technology review focuses on Trinka, an advanced IWE system tailored for academic writing, which delivers context-aware feedback beyond basic grammar corrections. Key features of Trinka include an AI content detector, academic phrase bank, journal finder, citation checker, inclusive language recommendations, and plagiarism detection—tools specifically designed to meet the needs of scholars and researchers. The review also examines how Trinka can be integrated into second language (L2) writing instruction, highlighting its potential to enhance learning and assessment. Finally, the paper addresses limitations, such as user over-reliance, privacy concerns, and financial accessibility, urging educators and writers to adopt a critical and responsible approach to Trinka’s use in academic contexts.
期刊介绍:
Assessing Writing is a refereed international journal providing a forum for ideas, research and practice on the assessment of written language. Assessing Writing publishes articles, book reviews, conference reports, and academic exchanges concerning writing assessments of all kinds, including traditional (direct and standardised forms of) testing of writing, alternative performance assessments (such as portfolios), workplace sampling and classroom assessment. The journal focuses on all stages of the writing assessment process, including needs evaluation, assessment creation, implementation, and validation, and test development.