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Explainable detection: a transformer-based language modeling approach for Bengali news title classification with comparative explainability analysis using ML and DL.

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Title: Explainable detection: a transformer-based language modeling approach for Bengali news title classification with comparative explainability analysis using ML and DL.
Authors: Naeen MJ; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh., Das SK; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh., Jisan SA; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh., Khushbu SA; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh., Saha NC; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh., Ohidujjaman; Department of Computer Science and Engineering, United International University, Dhaka, Bangladesh.
Source: Frontiers in artificial intelligence [Front Artif Intell] 2025 Nov 06; Vol. 8, pp. 1537432. Date of Electronic Publication: 2025 Nov 06 (Print Publication: 2025).
Publication Type: News
Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101770551 Publication Model: eCollection Cited Medium: Internet ISSN: 2624-8212 (Electronic) Linking ISSN: 26248212 NLM ISO Abbreviation: Front Artif Intell Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Periodical
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  Data: Explainable detection: a transformer-based language modeling approach for Bengali news title classification with comparative explainability analysis using ML and DL.
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  Data: <searchLink fieldCode="AU" term="%22Naeen+MJ%22">Naeen MJ</searchLink>; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Das+SK%22">Das SK</searchLink>; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Jisan+SA%22">Jisan SA</searchLink>; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Khushbu+SA%22">Khushbu SA</searchLink>; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Saha+NC%22">Saha NC</searchLink>; Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Ohidujjaman%22">Ohidujjaman</searchLink>; Department of Computer Science and Engineering, United International University, Dhaka, Bangladesh.
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  Data: <searchLink fieldCode="JN" term="%22101770551%22">Frontiers in artificial intelligence</searchLink> [Front Artif Intell] 2025 Nov 06; Vol. 8, pp. 1537432. <i>Date of Electronic Publication: </i>2025 Nov 06 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+SA%22">Frontiers Media SA </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101770551 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2624-8212 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226248212%22">26248212 </searchLink><i>NLM ISO Abbreviation: </i>Front Artif Intell <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41280879
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        Value: 10.3389/frai.2025.1537432
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      – Code: eng
        Text: English
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      – TitleFull: Explainable detection: a transformer-based language modeling approach for Bengali news title classification with comparative explainability analysis using ML and DL.
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              Text: 2025 Nov 06
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