Academic Journal
LLM-assisted keymorph analysis of grammatical case in RT's Israeli–Palestinian conflict coverage.
| Title: | LLM-assisted keymorph analysis of grammatical case in RT's Israeli–Palestinian conflict coverage. |
|---|---|
| Authors: | Lu, Tingting |
| Source: | Russian Linguistics; 6/3/2026, Vol. 50 Issue 1, p1-26, 26p |
| Subject Terms: | Morphosyntax, Political news coverage, Computational linguistics, Narration, Inflection (Grammar), Cognitive linguistics, Linguistic analysis, Arab-Israeli conflict |
| Company/Entity: | RT (Television network) |
| Abstract: | This study applies and extends Keymorph Analysis (KMA) with cognitive linguistic theory to investigate the representation of the Israeli–Palestinian conflict in Russia Today (RT)'s Russian-language headlines. Unlike traditional keyword analysis, which primarily focuses on lexical content, KMA reveals underlying narrative orientations by examining how systematic morphosyntactic choices contribute to the construal of participant roles. Our approach integrates three analytical layers: (1) a Quantitative Layer that identifies statistically significant keymorphs using a novel dual-reference framework (Standardized Residuals for internal distinctiveness and Log-likelihood tests against a broad reference corpus) via LLM-enhanced annotation (98.58% accuracy); (2) a Contextual Analysis Layer that maps these grammatical patterns to their specific lexical and semantic environments through corpus-assisted analysis; and (3) a Cognitive-Semantic Interpretation Layer grounded in the cognitive-semantic networks of the Russian case system. Through this integrated analysis, we identify a core-periphery hierarchy in case usage, revealing three contrastive cognitive schemas: military agents vs. humanitarian space, active entities vs. constrained subjects, and external dominance vs. regional passivity. Ultimately, this study provides a scalable, LLM-enhanced methodology for analyzing morphologically rich languages, advancing our understanding of how grammatical case assignment functions as a systematic mechanism for organizing participant positioning and constructing divergent narrative framings. [ABSTRACT FROM AUTHOR] |
| Copyright of Russian Linguistics is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Complementary Index |
| FullText | Text: Availability: 0 |
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| Header | DbId: edb DbLabel: Complementary Index An: 194255838 RelevancyScore: 1082 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 1082.4189453125 |
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| Items | – Name: Title Label: Title Group: Ti Data: LLM-assisted keymorph analysis of grammatical case in RT's Israeli–Palestinian conflict coverage. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Lu%2C+Tingting%22">Lu, Tingting</searchLink> – Name: TitleSource Label: Source Group: Src Data: Russian Linguistics; 6/3/2026, Vol. 50 Issue 1, p1-26, 26p – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Morphosyntax%22">Morphosyntax</searchLink><br /><searchLink fieldCode="DE" term="%22Political+news+coverage%22">Political news coverage</searchLink><br /><searchLink fieldCode="DE" term="%22Computational+linguistics%22">Computational linguistics</searchLink><br /><searchLink fieldCode="DE" term="%22Narration%22">Narration</searchLink><br /><searchLink fieldCode="DE" term="%22Inflection+%28Grammar%29%22">Inflection (Grammar)</searchLink><br /><searchLink fieldCode="DE" term="%22Cognitive+linguistics%22">Cognitive linguistics</searchLink><br /><searchLink fieldCode="DE" term="%22Linguistic+analysis%22">Linguistic analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Arab-Israeli+conflict%22">Arab-Israeli conflict</searchLink> – Name: SubjectCompany Label: Company/Entity Group: Su Data: <searchLink fieldCode="CO" term="%22RT+%28Television+network%29%22">RT (Television network)</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: This study applies and extends Keymorph Analysis (KMA) with cognitive linguistic theory to investigate the representation of the Israeli–Palestinian conflict in Russia Today (RT)'s Russian-language headlines. Unlike traditional keyword analysis, which primarily focuses on lexical content, KMA reveals underlying narrative orientations by examining how systematic morphosyntactic choices contribute to the construal of participant roles. Our approach integrates three analytical layers: (1) a Quantitative Layer that identifies statistically significant keymorphs using a novel dual-reference framework (Standardized Residuals for internal distinctiveness and Log-likelihood tests against a broad reference corpus) via LLM-enhanced annotation (98.58% accuracy); (2) a Contextual Analysis Layer that maps these grammatical patterns to their specific lexical and semantic environments through corpus-assisted analysis; and (3) a Cognitive-Semantic Interpretation Layer grounded in the cognitive-semantic networks of the Russian case system. Through this integrated analysis, we identify a core-periphery hierarchy in case usage, revealing three contrastive cognitive schemas: military agents vs. humanitarian space, active entities vs. constrained subjects, and external dominance vs. regional passivity. Ultimately, this study provides a scalable, LLM-enhanced methodology for analyzing morphologically rich languages, advancing our understanding of how grammatical case assignment functions as a systematic mechanism for organizing participant positioning and constructing divergent narrative framings. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Group: Ab Data: <i>Copyright of Russian Linguistics is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s11185-026-09341-1 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 26 StartPage: 1 Subjects: – SubjectFull: RT (Television network) Type: general – SubjectFull: Morphosyntax Type: general – SubjectFull: Political news coverage Type: general – SubjectFull: Computational linguistics Type: general – SubjectFull: Narration Type: general – SubjectFull: Inflection (Grammar) Type: general – SubjectFull: Cognitive linguistics Type: general – SubjectFull: Linguistic analysis Type: general – SubjectFull: Arab-Israeli conflict Type: general Titles: – TitleFull: LLM-assisted keymorph analysis of grammatical case in RT's Israeli–Palestinian conflict coverage. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lu, Tingting IsPartOfRelationships: – BibEntity: Dates: – D: 03 M: 06 Text: 6/3/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 03043487 Numbering: – Type: volume Value: 50 – Type: issue Value: 1 Titles: – TitleFull: Russian Linguistics Type: main |
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