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Conference papers
Topic Signatures in Political Campaign Speeches
Abstract : Highlighting the recurrence of topics usage in candidates speeches is a key feature to identify the main ideas of each candidate during a political campaign. In this paper, we present a method combining standard topic modeling with signature mining for analyzing topic recurrence in speeches of Clinton and Trump during the 2016 American presidential campaign. The results show that the method extracts automatically the main ideas of each candidate and, in addition, provides information about the evolution of these topics during the campaign.
Cited literature [17 references]
https://hal.archives-ouvertes.fr/hal-01640498
Contributor : Alexandre Termier <>
Submitted on : Monday, November 20, 2017 - 5:51:15 PM
Last modification on : Wednesday, June 24, 2020 - 4:19:45 PM
Document(s) archivé(s) le : Wednesday, February 21, 2018 - 4:06:10 PM
Contributor : Alexandre Termier <>
Submitted on : Monday, November 20, 2017 - 5:51:15 PM
Last modification on : Wednesday, June 24, 2020 - 4:19:45 PM
Document(s) archivé(s) le : Wednesday, February 21, 2018 - 4:06:10 PM
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emnlp2017.pdf
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