scholarly journals Gradient categories in lexically-conditioned phonology: An example from sound symbolism

Author(s):  
Stephanie S Shih

There are many approaches to modeling lexically-conditioned phonology in current formal theories, including lexically-indexed constraints and cophonologies. Nearly all of these existing approaches assume categorical membership in the lexical classes that condition differential phonotactics or phonological behaviours: for example, a lexical item is either a noun or a verb, or of one gender class or another. This paper proposes an implementation of Maximum Entropy Harmonic Grammar with lexically-indexed constraints and gradient symbolic activations over classes that allows us to model differences in phonological patterns over both discrete and gradient class membership. This theoretical implementation is a natural extension of the scales and gradient activations that have been shown to be necessary in recent phonological theory: sound symbolic evidence highlights the necessity for such increased explanatory power in our phonological models. Crucially, we find gradient lexically-conditioned patterns not only in sound symbolism—where they are often most obvious—but also in what is considered “core” language (e.g., morphosyntactic classes), and allowing gradient class structures in our phonological models may ultimately make for cleaner interfaces with other parts of grammar such as morphosyntax.

Author(s):  
Stephanie S Shih ◽  
Sharon Inkelas

This paper presents a novel approach to probabilistic morphologically-conditioned tonotactics, featuring a case study of Mende, in which tonotactics vary by lexical category. This variation in surface tone patterns is modeled via indexed weight adjustments (i.e., varying slopes) for each constraint in a Maximum Entropy Harmonic Grammar, quantifying the degree to which each lexical class follows basic tonotactic principles in a common base grammar. Approaching morphologically-conditioned phonotactics as indexed weight adjustments of a base grammar offers a solution to the existing stalemate between single grammar (e.g., indexed constraints) and multiple grammar (e.g., Stratal OT; cophonologies) models of lexically-sensitive phonological patterns.


Phonology ◽  
2015 ◽  
Vol 32 (3) ◽  
pp. 353-383 ◽  
Author(s):  
Robert Daland

A phonotactic grammar assigns a well-formedness score to all possible surface forms. This paper considers whether phonotactic grammars should be probabilistic, and gives several arguments that they need to be. Hayes & Wilson (2008) demonstrate the promise of a maximum entropy Harmonic Grammar as a probabilistic phonotactic grammar. This paper points out a theoretical issue with maxent phonotactic grammars: they are not guaranteed to assign a well-defined probability distribution, because sequences that contain arbitrary repetitions of unmarked sequences may be underpenalised. The paper motivates a solution to this issue: include a *Structconstraint. A mathematical proof of necessary and sufficient conditions to avoid the underpenalisation problem are given in online supplementary materials.


Phonology ◽  
2018 ◽  
Vol 35 (2) ◽  
pp. 287-326 ◽  
Author(s):  
Adam G. McCollum

This paper uses novel data showing gradient labial harmony in Kazakh to compare Kaun's (1995) feature-based analysis with a dispersion-based analysis in a Maximum Entropy Harmonic Grammar. The paper demonstrates that the dispersion-based analysis better fits the Kazakh data than Kaun's analysis, and then extends it to account for four languages with harmony patterns different from that in Kazakh. The paper also argues that the dispersion-based account provides a better analysis of the typology of labial harmony than Kaun's feature-based analysis.


Author(s):  
Martijn Veening

The maximization of entropy S within a closed system is accepted as an inevitability (as the second law of thermodynamics) by statistical inference alone. The Maximum Entropy Production Principle (MEPP) states that not only S maximizes, but $\dot{S}$ as well: a system will dissipate as fast as possible. There is still no consensus on the general validity of this MEPP, even though it shows remarkable explanatory power (both qualitatively and quantitatively), and has been empirically demonstrated for many domains. In this theoretical paper I provide a generalization of entropy gradients, to show that the MEPP actually follows from the same statistical inference, as that of the 2nd law of thermodynamics. For this generalization I only use the concepts of super-statespaces and microstate-density. These concepts also allow for the abstraction of 'Self Organizing Criticality' to a bifurcating local difference in this density, and allow for a generalization of the fundamentally unresolved concepts of 'chaos' and 'order'.


2019 ◽  
Vol 5 (1) ◽  
pp. 109-120 ◽  
Author(s):  
Shigeto Kawahara ◽  
Hironori Katsuda ◽  
Gakuji Kumagai

AbstractSound symbolism refers to stochastic and systematic associations between sounds and meanings. Sound symbolism has not received much serious attention in the generative phonology literature, perhaps because most if not all sound symbolic patterns are probabilistic. Building on the recent proposal to analyze sound symbolic patterns within a formal phonological framework (Alderete and Kochetov 2017), this paper shows that MaxEnt grammars allow us to model stochastic sound symbolic patterns in a very natural way. The analyses presented in the paper show that sound symbolic relationships can be modeled in the same way that we model phonological patterns. We suggest that there is nothing fundamental that prohibits formal phonologists from analyzing sound symbolic patterns, and that studying sound symbolism using a formal framework may open up a new, interesting research domain. The current study also reports two hitherto unnoticed cases of sound symbolism, thereby expanding the empirical scope of sound symbolic patterns in natural languages.


2013 ◽  
Vol 12 (2) ◽  
pp. 160-183 ◽  
Author(s):  
Jürgen Gerhards ◽  
Silke Hans ◽  
Michael Mutz

Abstract Pierre Bourdieu’s work has argued that there is a homology of social classes on the one hand and cultural consumption on the other. In contrast, theories of individualisation posit that social class plays only a minor role in shaping lifestyle in contemporary societies. In this paper we examine a) how much contemporary highbrow lifestyles in 27 European countries are structured by class membership, b) the extent to which highbrow consumption varies according to the level of modernisation of a society and c) whether the explanatory power of social class in relation to highbrow consumption decreases in more modernised European countries. The findings show that highbrow lifestyles are strongly influenced by social class, and that highbrow consumption is more common in more modernised societies. Moreover, the findings confirm the hypothesis that the formative power of social class on lifestyle decreases in highly modernised societies, albeit without disappearing completely.


Phonology ◽  
2017 ◽  
Vol 34 (2) ◽  
pp. 243-268 ◽  
Author(s):  
Stephanie S. Shih

This paper examines a key difference between constraint conjunction and constraint weight additivity, arguing that the two do not have the same empirical coverage. In particular, constraint conjunction in weighted probabilistic grammar allows for superadditive constraint interaction, where the effect of violating two constraints goes beyond the additive combination of the two constraints’ weights alone. A case study from parasitic tone harmony in Dioula d'Odienné demonstrates superadditive local and long-distance segmental feature similarities that increase the likelihood of tone harmony. Superadditivity in Dioula d'Odienné is formally captured in Maximum Entropy Harmonic Grammar by weighted constraint conjunction. Counter to previous approaches that supplant constraint conjunction with weight additivity in Harmonic Grammar, information-theoretic model comparison reveals that weighted constraint conjunction improves the grammar's explanatory power when modelling quantitative natural language patterns.


2021 ◽  
Author(s):  
Forian R. Hertel

Deutsch: Darüber, wie die soziale Position in einer Gesellschaft am besten gemessen werden sollte, besteht keine Einigkeit. Da die Operationalisierung jedoch weitreichende Folgen für Forschungsdesign und Interpretation der Ergebnisse hat, werden hier sieben Konzeptionen sozialer Positionen auf ihre Erklärungskraft für ganz unterschiedliche Phänomene hin verglichen. Die Analyse sucht damit die vor allem methodische Frage zu beantworten, ob und wie sich die einzelnen Klassenmessungen in ihrer Erklärungskraft bezüglich Stratifikation und Klassenungleichheit bei 35 Eigenschaften von rund 25.000 Allbus-Befragten in Deutschland unterscheiden. Die Ergebnisse weisen darauf hin, dass Klassenzugehörigkeit Menschen nur in wenigen der hier untersuchten Eigenschaften wirklich stratifiziert. Gleichzeitig lassen sich aber bedeutende Klassenungleichheiten bei objektiven Statusindikatoren und intergenerationalen Mobilitätsmessungen finden. Während insgesamt Mikroklassen die höchste Erklärungskraft aufweisen, sind die Unterschiede in Bereichen, in denen aggregierte Klassifikationen eine besondere Erklärungsleistung für sich beanspruchen, marginal. Die Ergebnisse empfehlen neben den quasi paradigmatischen ESEC-Klassen auch andere der hier vorgestellten Klassifizierungen ergänzend in der Ungleichheitsanalyse einzusetzen. English: There is little agreement how to best measure social class position in contemporary societies. The chosen measurement, however, has substantial implications for a study‘s design and the interpretation of its findings. Therefore, I empirically compare the explanatory power of nine alternative social class concepts regarding their ability to map stratification and identify class inequality. The analysis is repeated for 35 characteristics measured in the Allbus data 1980 to 2018 for almost 25,000 individuals. Results indicate that class membership stratifies only few of the studied attributes. At the same time class concepts are able to detect meaningful class inequality especially in terms of but not limited to objective SES measures and social mobility indicators. While microclasses outperform more aggregated class measures in general, the differences are rather small in subject areas for which the latter theoretically claim particular explanatory power. In the spirit of parsimony, the results hence would seem to suggest the use of the more aggregated classifications at least with regard to some subject matters. I suggest to complement the almost exclusive usage of ESEC in contemporary stratification research with alternative class measures.


2019 ◽  
Vol 4 (1) ◽  
pp. 38
Author(s):  
Minqi Liu

A-not-A refers to a Mandarin reduplication construction where the underlying form /RED-pu-A/ contains a reduplication of the first syllable in A. In this study I investigate the kinds of adaptations that occur when an English word serves as the base A in code-switching speech. Since the complex onsets and most codas allowed in English are illegal in Mandarin syllables, the reduplicated part is expected to adapt to Mandarin phonotactics to some degree. I ran a production experiment where 20 native Mandarin-speakers were asked to produce A-not-A constructions with 55 mono- and multi-syllabic English words. Results from the experiment showed varied adaptation methods in syllable structure and tones. To model the results, I used the Maximum Entropy Harmonic Grammar (MaxEnt) with weighted constraints on syllable structure markedness and base-reduplicant faithfulness.


1984 ◽  
Vol 75 ◽  
pp. 461-469 ◽  
Author(s):  
Robert W. Hart

ABSTRACTThis paper models maximum entropy configurations of idealized gravitational ring systems. Such configurations are of interest because systems generally evolve toward an ultimate state of maximum randomness. For simplicity, attention is confined to ultimate states for which interparticle interactions are no longer of first order importance. The planets, in their orbits about the sun, are one example of such a ring system. The extent to which the present approximation yields insight into ring systems such as Saturn's is explored briefly.


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