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Infrastructures of Listening: The ManoWhisper Podcast Analysis Pipeline

ManoWhisper is an end-to-end research pipeline for collecting, transcribing, and analyzing hateful and misogynistic podcast content, built to support peer-reviewed and policy-facing research on gender-based extremism. This paper argues the tool reframes harmful media as a site of feminist methodological inquiry, with implications for understanding how such content spreads across platforms and into AI training data
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Do all politicians sound the same? Comparing model explanations to human responses

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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Facets of Friction: Investigating epistemological friction between computing and the humanities to support Digital Humanities computing education

This article argues that the consideration of epistemological friction is essential to DH computing. It proposes a framework outlining common sites of friction with the intention that it be used as a pedagogical scaffold.
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Decoding and Encoding Welsh Manuscript Culture: Scribes, Scripts and TEI

A detailed case study describing the conversion of Daniel Huws’ seminal Repertory of Welsh Manuscripts and Scribes into a dataset for analysis and publication, giving an insight into common issues in the conversion of printed texts into datasets, and a glimpse of how the dataset is giving us new insights into Welsh manuscript culture.
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Expertise vs. statistics. A qualitative evaluation of three keyness measures (logarithmic Zeta, Welch’s t-test, and Log-likelihood ratio test) applied to subgenres of the French novel

This paper examines measures of distinctiveness (also known as keyness measures), employing a qualitative, comparative evaluation of three different measures: logarithmic Zeta, Welch’s t-test, and Log-likelihood ratio test.
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Stacks and Intersections: Feminist Thinking in Digital Humanities, a view from these islands

This discussion is about feminisms, Digital Humanities (DH), stacks, and archives. We argue for Full Stack Feminism, as a methodological approach, informed by the successes of previous feminist interventions in DH.
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Information theory unravels the subtext in Chekhov

The paper presents a study that applies information theory to uncover the subtext in Chekhov’s story Ward No. 6. By adding glosses that make the story’s implicit knowledge explicit, several enriched text versions were created, alongside one intentionally misleading version. By the measures Skewness and Kurtosis, meaningful subtextual enrichments could be distinguished from the fake, as the distributions of information density in the meaningful enriched variants differ clearly in shape from those in the fake enrichments.
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Mediating Science in the Mountain: Rethinking the Historian’s Craft through Digital Public Humanities

How to walk in the steps of 18th-century scientists roaming the Alps to document the history of the Earth and the physics of the atmosphere? At the crossroads of experimental history of science, digital humanities, and public history, this contribution showcases an “ecology of media” to be navigated as an ecological milieu.
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