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2011 (7)
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Hits 1 – 7 of 7
1
Bipartite spectral graph partitioning for clustering dialect varieties and detecting their linguistic features
Nerbonne, John A.
;
Wieling, Martijn
In:
Computer speech and language. - Amsterdam [u.a.] : Elsevier
25 (2011) 3, 700-715
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OLC Linguistik
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2
Introducing DH 2010
Vetch, Paul
;
Nerbonne, John A.
;
Nowviskie, Bethany
...
In:
LLC. - Oxford : Oxford Univ. Press
26 (2011) 3, 253-256
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OLC Linguistik
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3
Automatically extracting typical syntactic differences from corpora
Wiersma, Wybo
;
Lauttamus, Timo
;
Nerbonne, John A.
In:
LLC. - Oxford : Oxford Univ. Press
26 (2011) 1, 107-124
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OLC Linguistik
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4
Bipartite spectral graph partitioning for clustering dialect varieties and detecting their linguistic features
Wieling, Martijn
;
Nerbonne, John
In: ISSN: 0885-2308 ; EISSN: 1095-8363 ; Computer Speech and Language ; https://hal.archives-ouvertes.fr/hal-00730283 ; Computer Speech and Language, Elsevier, 2011, 25 (3), pp.700. ⟨10.1016/j.csl.2010.05.004⟩ (2011)
Abstract:
International audience ; In this study we use bipartite spectral graph partitioning to simultaneously cluster varieties and identify their most distinctive linguistic features in Dutch dialect data. While clustering geographical varieties with respect to their features, e.g. pronunciation, is not new, the simultaneous identification of the features which give rise to the geographical clustering presents novel opportunities in dialectometry. Earlier methods aggregated sound differences and clustered on the basis of aggregate differences. The determination of the significant features which co-vary with cluster membership was carried out on a post hoc basis. Bipartite spectral graph clustering simultaneously seeks groups of individual features which are strongly associated, even while seeking groups of sites which share subsets of these same features. We show that the application of this method results in clear and sensible geographical groupings and discuss and analyze the importance of the concomitant features.
Keyword:
[SCCO.LING]Cognitive science/Linguistics
;
Bipartite spectral graph partitioning
;
Clustering
;
Dialectology
;
Dialectometry
;
Language variation
;
Sound correspondences
URL:
https://hal.archives-ouvertes.fr/hal-00730283/document
https://hal.archives-ouvertes.fr/hal-00730283
https://hal.archives-ouvertes.fr/hal-00730283/file/PEER_stage2_10.1016%252Fj.csl.2010.05.004.pdf
https://doi.org/10.1016/j.csl.2010.05.004
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5
Automatically Extracting Typical Syntactic Differences from Corpora
Wiersma, Wybo
;
Nerbonne, John
;
Lauttamus, Timo
. - : Oxford University Press, 2011
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6
Introducing DH 2010
Nerbonne, John
;
Nowviskie, Bethany
;
Spence, Paul
. - : Oxford University Press, 2011
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7
Quantitative Social Dialectology: Explaining Linguistic Variation Geographically and Socially
Wieling, Martijn
;
Nerbonne, John
;
Baayen, R. Harald
. - : Public Library of Science, 2011
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