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Abstract
Up to date, linguistic rhythm has been studied for
speech, but the rhythm of written texts has been merely
recognized, and not analyzed or interpreted in connection to
natural language tasks. We provide an extension of the textual
rhythmic features we proposed in previous work, and
demonstrate its benefits for the task of text categorization.
Rhythmic features require that the text be segmented in
rhythmic units, the sentence being the default unit. We compute
our features using three kinds of rhythmic units, provide a
comparison between their relevance, and use the results to
outline the rhetorical nature of rhythm.
Original language | English |
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Title of host publication | 15th RoEduNet Conference: Networking in Education and Research |
Publisher | IEEE |
Pages | 48-53 |
ISBN (Electronic) | 2247-5443 |
DOIs | |
Publication status | Published - 24 Nov 2016 |
Externally published | Yes |
Event | 15th Int. Conf. on Networking in Education and Research (RoEduNet) - Bucharest, Romania Duration: 7 Sept 2016 → 9 Sept 2016 https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7733872 |
Conference
Conference | 15th Int. Conf. on Networking in Education and Research (RoEduNet) |
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Country/Territory | Romania |
City | Bucharest |
Period | 7/09/16 → 9/09/16 |
Internet address |
Keywords
- rhythm
- discourse segmentation
- Rhetorical Structure Theory
- RST Discourse Treebank
- text categorization
- Natural Language Processing
- discourse analysis
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Dive into the research topics of 'The Rhetorical Nature of Rhythm'. Together they form a unique fingerprint.Projects
- 1 Finished
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Rage: Realising an Applied Gaming Eco-system
Westera, W. (PI), Georgiadis, K. (CoI), Saveski, G. (CoI), van Lankveld, G. (CoI), Bahreini, K. (CoI), van der Vegt, W. (CoI), Berkhout, J. (CoI), Nyamsuren, E. (CoI), Kluijfhout, E. (CoI) & Nadolski, R. (CoI)
1/02/15 → 31/07/19
Project: Research