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✇2 - DHQ（Digital Humanities Quarterly）

Do all politicians sound the same? Comparing model explanations to human responses

作者Otto Tarkka, TurkuNLP, University of Turku · Kimmo Elo, University of Eastern Finland & Centre for Parliamentary Studies, University of Turku · Filip Ginter, TurkuNLP, University of Turku · Veronika Laippala, TurkuNLP, University of Turku
2026年2月21日 08:00
It is a commonly held belief that all politicians sound the same but do they, actually? We combine machine-learning and the model explainability method SHAP with human judgements to measure how distinct plenary speeches in the Finnish Parliament truly are and which features make them so.
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