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Semantic vector model on the Indonesian prefixes PE- and PEN-
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Abstract:
Indonesian has two prefixes which express a range of semantic functions (e.g. agent, instrument, patient). One prefix, PEN-, has six allomorphs (peng-, peny-, pe-, pen-, pem-, penge-). A second prefix, PE-, is described as having similar form and meaning as pe-. In this study, we used computational models of distributional semantics to clarify whether PE- and PEN- have discriminable semantics. The cosine similarity measure was used to evaluate to what extent the semantic vectors of pairs of words are similar in meaning. We found that the semantic similarities within the PEN- words are higher than between PE- and PEN- words. Additionally, nouns with PE- are more similar to their base words compared to nouns with PEN-. Furthermore, semantics similarity rating results, on a 5-point Likert scale, gathered from native speakers of Indonesian are in agreement with model predictions.
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Keyword:
allomorphy; distributional semantics; Indonesian morphology; similarity judgments
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URL: https://era.library.ualberta.ca/items/7b34960c-1d34-4f70-a14a-e94407596d79
https://doi.org/10.7939/r3-s6b9-cm04
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| 7 |
Reading Dutch trigrams - a discriminative learning model containing lexical bundles ...
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| 8 |
N-gram probability effects in a cloze task.
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/ShaoulBaayenWestburyML2014.pdf (2014)
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| 9 |
Sidestepping the combinatorial explosion: Towards a processing model based on discriminative learning
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/BaayenHendrixLSA2011.pdf (2013)
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| 10 |
An analysis of the processing of multiword units in sentence reading and unit presentation using eye movement data: Implications for theories of MWUs
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| 11 |
An analysis of the processing of multiword units in sentence reading and unit presentation using eye movement data: Implications for theories of MWUs
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| 12 |
Quantitative social dialectology: explaining linguistic variation geographically and socially
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In: ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/d8/a3/PLoS_One_2011_Sep_1_6(9)_e23613.tar.gz (2011)
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| 13 |
Corpus linguistics and naive discriminative learning A linguística de corpus e a aprendizagem discriminativa ingênua
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In: Revista Brasileira de Linguística Aplicada, Vol 11, Iss 2, Pp 295-328 (2011) (2011)
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| 14 |
A real experiment is a factorial experiment
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/baayenML2010matching.pdf (2010)
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| 15 |
The directed compound graph of English An exploration of lexical connectivity and its processing consequences
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/BaayenLingBerichte2010.pdf (2010)
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| 16 |
Corpus linguistics and naïve discriminative learning
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/BaayenBJAL2011.pdf (2010)
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| 17 |
Reading of polymorphemic Dutch compounds: Towards a multiple route model of lexical processing
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/kupermanSchreuderBertramBaayenJEP2009.pdf (2009)
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| 18 |
Capturing Correlational Structure in Russian Paradigms: a Case Study in Logistic Mixed-Effects Modeling
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/jandaNessetBaayenCLLT2010.pdf (2009)
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| 19 |
Predicting the dative alternation
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In: http://www.stanford.edu/~bresnan/CFI04.pdf (2007)
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| 20 |
Lexical frequency and voice assimilation
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In: http://www.ualberta.ca/~baayen/publications/ernestusetaljasa.pdf (2006)
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