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Critical Digital HumanitiesThe Search for a Methodology$
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James E. Dobson

Print publication date: 2019

Print ISBN-13: 9780252042270

Published to Illinois Scholarship Online: September 2019

DOI: 10.5622/illinois/9780252042270.001.0001

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Conclusion

Conclusion

Chapter:
(p.131) Conclusion
Source:
Critical Digital Humanities
Author(s):

James E. Dobson

Publisher:
University of Illinois Press
DOI:10.5622/illinois/9780252042270.003.0005

This chapter explores the modeling of semantic space through the use of word embeddings produced by neural network models. It traces the development and potential use of this technique through the critical digital humanities methods proposed in the previous chapters. The author proposes strategies for using these vector space models in historical research through the use of models to align and combine multiple models.

Keywords:   neural networks, word vectors, semantic space, semantic alignment

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