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The Insight-Inference Loop: Efficient Text Classification via Natural Language Inference and Threshold-Tuning.

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Title: The Insight-Inference Loop: Efficient Text Classification via Natural Language Inference and Threshold-Tuning.
Authors: Chausson S; School of Informatics, The University of Edinburgh, Edinburgh, Midlothian, UK., Fourcade M; Department of Sociology, University of California Berkeley, Berkeley, CA, USA., Harding DJ; Department of Sociology, University of California Berkeley, Berkeley, CA, USA., Ross B; School of Informatics, The University of Edinburgh, Edinburgh, Midlothian, UK., Renard G; Independent Researcher.
Source: Sociological methods & research [Sociol Methods Res] 2025 Apr 18; Vol. 55 (2), pp. 568-615. Date of Electronic Publication: 2025 Apr 18 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Sage Publications Country of Publication: United States NLM ID: 9881379 Publication Model: eCollection Cited Medium: Print ISSN: 0049-1241 (Print) Linking ISSN: 00491241 NLM ISO Abbreviation: Sociol Methods Res Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Chausson+S%22">Chausson S</searchLink>; School of Informatics, The University of Edinburgh, Edinburgh, Midlothian, UK.<br /><searchLink fieldCode="AU" term="%22Fourcade+M%22">Fourcade M</searchLink>; Department of Sociology, University of California Berkeley, Berkeley, CA, USA.<br /><searchLink fieldCode="AU" term="%22Harding+DJ%22">Harding DJ</searchLink>; Department of Sociology, University of California Berkeley, Berkeley, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ross+B%22">Ross B</searchLink>; School of Informatics, The University of Edinburgh, Edinburgh, Midlothian, UK.<br /><searchLink fieldCode="AU" term="%22Renard+G%22">Renard G</searchLink>; Independent Researcher.
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