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1
Non-local Phonological Processes as Multi-tiered Strictly Local Maps ...
Burness, Phillip. - : Université d'Ottawa / University of Ottawa, 2022
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Non-local Phonological Processes as Multi-tiered Strictly Local Maps
Burness, Phillip. - : Université d'Ottawa / University of Ottawa, 2022
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3
MaxEnt Learners are Biased Against Giving Probability to Harmonically Bounded Candidates
In: Proceedings of the Society for Computation in Linguistics (2022)
Abstract: One of the major differences between MaxEnt Harmonic Grammar (Goldwater and Johnson, 2003) and Noisy Harmonic Grammar (Boersma and Pater, 2016) is that in MaxEnt harmonically bounded candidates are able to get some probability, whereas in most other constraint-based grammars they can never be output (Jesney, 2007). The probability given to harmonically bounded candidates is taken from other candidates, in some cases allowing Max- Ent to model grammars that subvert some of the universal implications that are true in NoisyHG (Anttila and Magri, 2018). Magri (2018) argues that the types of implicational universals that remain valid in MaxEnt are phonologically implausible, suggesting that Max- Ent overgenerates NoisyHG. However, recent work has shown that some of the possible grammars in a constraint based grammar may be unlikely to be observed because they are difficult to learn (Staubs, 2014; Stanton, 2016; Pater and Moreton, 2012; Hughto, 2019; O’Hara, 2021). Here, I show that grammars that give weight to harmonically bounded candidates are harder to learn than other grammars. With learnability applied, I claim that the typological predictions of MaxEnt and NoisyHG are in fact much more similar than they would seem based on the grammars alone.
Keyword: Computational Linguistics; computational phonology; harmonically bounded; learning bias; MaxEnt; noisy harmonic grammar; Phonetics and Phonology; phonological learning; Typological Linguistics and Linguistic Diversity; typological overgeneration
URL: https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1252&context=scil
https://scholarworks.umass.edu/scil/vol5/iss1/24
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4
Input and output locality and representation
In: Glossa: a journal of general linguistics; Vol 6, No 1 (2021); 43 ; 2397-1835 (2021)
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5
Computational Perspectives on Phonological Constituency and Recursion
Yu, Kristine M.. - 2021
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6
Modeling phonological interactions using recursive schemes
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7
Computational Perspectives on Phonological Constituency and Recursion
In: Catalan Journal of Linguistics, Vol 20 (2021) (2021)
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8
A Method for Projecting Features from Observed Sets of Phonological Classes
In: LINGUISTIC INQUIRY, vol 51, iss 4 (2020)
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9
Eines computacionals per a la creació i explotació de corpus orals en català
In: Zeitschrift für Katalanistik. - Freiburg : Romanisches Seminar der Universität 33 (2020), 131-154
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10
Corpus phonetics for under-documented languages: a vowel harmony example
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11
Frequency Matching Behavior in On-line MaxEnt Learners
In: Proceedings of the Society for Computation in Linguistics (2020)
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12
Questioning to Resolve Transduction Problems
In: Proceedings of the Society for Computation in Linguistics (2020)
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13
A Logical and Computational Methodology for Exploring Systems of Phonotactic Constraints
In: Proceedings of the Society for Computation in Linguistics (2019)
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14
Place and Position are Computationally Different
In: Proceedings of the Society for Computation in Linguistics (2019)
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15
An Algorithm for Learning Phonological Classes from Distributional Similarity
Mayer, Connor. - : eScholarship, University of California, 2018
In: Mayer, Connor. (2018). An Algorithm for Learning Phonological Classes from Distributional Similarity. UCLA: Linguistics 0510. Retrieved from: http://www.escholarship.org/uc/item/5jp6q2xn (2018)
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16
Learning Both Variability and Exceptionality in Probabilistic OT Grammars
In: Proceedings of the Society for Computation in Linguistics (2018)
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17
Investigating the Consequences of Iterated Learning in Phonological Typology
In: Proceedings of the Society for Computation in Linguistics (2018)
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18
Long-distance consonant agreement and subsequentiality
In: Glossa: a journal of general linguistics; Vol 2, No 1 (2017); 52 ; 2397-1835 (2017)
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19
Cross-language forced alignment to assist community-based linguistics for low resource languages
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20
Gradient Exceptionality in Maximum Entropy Grammar with Lexically Specific Constraints
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