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A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions.

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Title: A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions.
Authors: Wu, Junchao1, nlp2ct.junchao@gmail.com, Yang, Shu1, nlp2ct.shuyang@gmail.com, Zhan, Runzhe1, nlp2ct.runzhe@gmail.com, Yuan, Yulin2,3, yuanyl@pku.edu.cnyulinyuan@um.edu.mo, Chao, Lidia Sam4, lidiasc@um.edu.mo, Wong, Derek Fai1, derekfw@um.edu.mo
Source: Computational Linguistics; Mar2025, Vol. 51 Issue 1, p275-338, 64p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions.
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  Data: <searchLink fieldCode="AU" term="%22Wu%2C+Junchao%22">Wu, Junchao</searchLink><relatesTo>1</relatesTo>, <i>nlp2ct.junchao@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Shu%22">Yang, Shu</searchLink><relatesTo>1</relatesTo>, <i>nlp2ct.shuyang@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Zhan%2C+Runzhe%22">Zhan, Runzhe</searchLink><relatesTo>1</relatesTo>, <i>nlp2ct.runzhe@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Yuan%2C+Yulin%22">Yuan, Yulin</searchLink><relatesTo>2,3</relatesTo>, <i>yuanyl@pku.edu.cnyulinyuan@um.edu.mo</i><br /><searchLink fieldCode="AU" term="%22Chao%2C+Lidia+Sam%22">Chao, Lidia Sam</searchLink><relatesTo>4</relatesTo>, <i>lidiasc@um.edu.mo</i><br /><searchLink fieldCode="AU" term="%22Wong%2C+Derek+Fai%22">Wong, Derek Fai</searchLink><relatesTo>1</relatesTo>, <i>derekfw@um.edu.mo</i>
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  Data: <searchLink fieldCode="JN" term="%22Computational+Linguistics%22">Computational Linguistics</searchLink>; Mar2025, Vol. 51 Issue 1, p275-338, 64p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=183954375
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        Value: 10.1162/coli_a_00549
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        Text: English
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      – TitleFull: A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions.
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              Text: Mar2025
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              Y: 2025
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