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Simple Search
Hits 1 – 8 of 8
1
Emergent Typological Effects of Agent-Based Learning Models in Maximum Entropy Grammar ...
Hughto, Coral
. - : University of Massachusetts Amherst, 2020
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2
Analyzing opacity with contextual faithfulness constraints
Hauser, Ivy
;
Hughto, Coral
In: Glossa: a journal of general linguistics; Vol 5, No 1 (2020); 82 ; 2397-1835 (2020)
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3
Emergent Typological Effects of Agent-Based Learning Models in Maximum Entropy Grammar
Hughto, Coral
In: Doctoral Dissertations (2020)
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4
Learning Exceptionality and Variation with Lexically Scaled MaxEnt ...
Hughto, Coral
;
Lamont, Andrew
;
Prickett, Brandon
. - : University of Massachusetts Amherst, 2019
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5
Learning Exceptionality and Variation with Lexically Scaled MaxEnt
Hughto, Coral
;
Lamont, Andrew
;
Prickett, Brandon
;
Jarosz, Gaja
In: Proceedings of the Society for Computation in Linguistics (2019)
Abstract:
A growing body of research in phonology addresses the representation and learning of variable processes and exceptional, lexically conditioned processes. Linzen et al. (2013) present a MaxEnt model with additive lexical scales to account for data exhibiting both variation and exceptionality. In this paper, we implement a learning model for lexically scaled MaxEnt grammars which we show to be successful across a range of data containing patterns of variation and exceptionality. We also explore how the model's parameters and the rate of exceptionality in the data influence its performance and predictions for novel forms.
Keyword:
Computational Linguistics
;
Exceptionality
;
Learning
;
Maximum Entropy
;
Phonetics and Phonology
;
Phonology
;
Russiain
;
Variation
URL:
https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1076&context=scil
https://scholarworks.umass.edu/scil/vol2/iss1/11
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6
Investigating the Consequences of Iterated Learning in Phonological Typology ...
Hughto, Coral
. - : University of Massachusetts Amherst, 2018
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7
Investigating the Consequences of Iterated Learning in Phonological Typology
Hughto, Coral
In: Proceedings of the Society for Computation in Linguistics (2018)
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8
Faith-UO: Counterfeeding in Harmonic Serialism
Hauser, Ivy
;
Hughto, Coral
;
Somerday, Megan
In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2014 Annual Meeting on Phonology ; 2377-3324 (2016)
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