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  1. The early days of contemporary philosophy of science: novel insights from machine translation and topic-modeling of non-parallel multilingual corpora.Christophe Malaterre & Francis Lareau - 2022 - Synthese 200 (3):1-33.
    Topic model is a well proven tool to investigate the semantic content of textual corpora. Yet corpora sometimes include texts in several languages, making it impossible to apply language-specific computational approaches over their entire content. This is the problem we encountered when setting to analyze a philosophy of science corpus spanning over eight decades and including original articles in Dutch, German and French, on top of a large majority of articles in English. To circumvent this multilingual problem, we use machine-translation (...)
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  • Diachronic trends in the topic distributions of formal epistemology abstracts.David Kinney - 2022 - Synthese 200 (1):1-34.
    Formal epistemology is a growing field of philosophical research. It is also evolving, with the subject matter of formal epistemology papers changing considerably over the past two decades. To quantify the ways in which formal epistemology is changing, I generate a stochastic block topic model of the abstracts of papers classified by PhilPapers.org as pertaining to formal epistemology. This model identifies fourteen salient topics of formal epistemology abstracts at a first level of abstraction, and four topics at a second level (...)
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