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Month: July 2017

Word Embedding Models Are the New Topic Models

Word Embedding Models Are the New Topic Models

By Jonathan Fitzgerald, Ph.D. Candidate in English, Northeastern University I remember the first time I trained a topic model. It was in a course called Humanities Data Analysis, taught by Ben Schmidt. He provided us a corpus of the Federalist Papers and some code that he adapted from David Mimno, contributor to the original MALLET package and author of the R implementation of MALLET. After the initial confusion–“topics” aren’t topics in the traditional sense, after all–it felt like magic. The computer…

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Intertextuality in Mary Astell’s A Serious Proposal to the Ladies (1694) and in Reflections upon Marriage (1706)

Intertextuality in Mary Astell’s A Serious Proposal to the Ladies (1694) and in Reflections upon Marriage (1706)

This post is part of a series authored by our collaborators on the Intertextual Networks project. For more information, see here.  By Ioanna Kyvernitou, National University of Ireland, Galway  For Intertextual Networks, I am evaluating the markup in two works of Mary Astell (1666–1731) as found in Women Writers Online–A Serious Proposal to the Ladies, for the Advancement of Their True and Greatest Interest (1694) and the third edition of Reflections upon Marriage (1706)–in order to consider practices for encoding intertextuality. Astell, a philosopher and theologian who…

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