scholarly journals Productivity and Predictability for Measuring Morphological Complexity

Entropy ◽  
2019 ◽  
Vol 22 (1) ◽  
pp. 48 ◽  
Author(s):  
Ximena Gutierrez-Vasques ◽  
Victor Mijangos

We propose a quantitative approach for quantifying morphological complexity of a language based on text. Several corpus-based methods have focused on measuring the different word forms that a language can produce. We take into account not only the productivity of morphological processes but also the predictability of those morphological processes. We use a language model that predicts the probability of sub-word sequences within a word; we calculate the entropy rate of this model and use it as a measure of predictability of the internal structure of words. Our results show that it is important to integrate these two dimensions when measuring morphological complexity, since languages can be complex under one measure but simpler under another one. We calculated the complexity measures in two different parallel corpora for a typologically diverse set of languages. Our approach is corpus-based and it does not require the use of linguistic annotated data.

2017 ◽  
Vol 37 (2) ◽  
pp. 153-177 ◽  
Author(s):  
William L. Dunlop

In this article, I provide an overview of the Narrative Identity Structure Model (NISM). NISM offers a framework for understanding how life stories are represented internally (cognitively) and how elements of these stories are expressed externally (through writing, conversation, etc.). Within a narrator, there exist numerous life stories, with each story corresponding to a recurrent context (i.e., a social role) relevant to the life in question. Contextualized life stories share mutually constituted relations with the generalized life story, which works to establish a sense of differentiation and continuity across, rather than within, contexts. Furthermore, when elements of the storied self are expressed, these expressions are an inseparable combination of internal representations and elements of the immediate and broader social and cultural milieu. Thus, along with at least two dimensions (viz. internal structure and social expression), NISM is a highly contextualized conceptual model of the storied self.


2016 ◽  
Vol 35 (1) ◽  
pp. 99-119 ◽  
Author(s):  
Vaclav Brezina ◽  
Gabriele Pallotti

Morphological complexity (MC) is a relatively new construct in second language acquisition (SLA). After critically discussing existing approaches to calculating MC in first- and second-language acquisition research, this article presents a new operationalization of the construct, the Morphological Complexity Index (MCI). The MCI is applied in two case studies based on argumentative written texts produced by native and non-native speakers of Italian and English. Study 1 shows that morphological complexity varies between native and non-native speakers of Italian, and that it is significantly lower in learners with lower proficiency levels. The MCI is strongly correlated to proficiency, measured with a C-test, and also shows significant correlations with other measures of linguistic complexity, such as lexical diversity and sentence length. Quite a different picture emerges from Study 2, on advanced English learners. Here, morphological complexity remains constant across natives and non-natives, and is not significantly correlated to other text complexity measures. These results point to the fact that morphological complexity in texts is a function of speakers’ proficiency and the specific language under investigation; for some linguistic systems with a relatively simple inflectional morphology, such as English, learners will soon reach a threshold level after which inflectional diversity remains constant.


Author(s):  
Gregory Stump

Inflection is the systematic relation between words’ morphosyntactic content and their morphological form; as such, the phenomenon of inflection raises fundamental questions about the nature of morphology itself and about its interfaces. Within the domain of morphology proper, it is essential to establish how (or whether) inflection differs from other kinds of morphology and to identify the ways in which morphosyntactic content can be encoded morphologically. A number of different approaches to modeling inflectional morphology have been proposed; these tend to cluster into two main groups, those that are morpheme-based and those that are lexeme-based. Morpheme-based theories tend to treat inflectional morphology as fundamentally concatenative; they tend to represent an inflected word’s morphosyntactic content as a compositional summing of its morphemes’ content; they tend to attribute an inflected word’s internal structure to syntactic principles; and they tend to minimize the theoretical significance of inflectional paradigms. Lexeme-based theories, by contrast, tend to accord concatenative and nonconcatenative morphology essentially equal status as marks of inflection; they tend to represent an inflected word’s morphosyntactic content as a property set intrinsically associated with that word’s paradigm cell; they tend to assume that an inflected word’s internal morphology is neither accessible to nor defined by syntactic principles; and they tend to treat inflection as the morphological realization of a paradigm’s cells. Four important issues for approaches of either sort are the nature of nonconcatenative morphology, the incidence of extended exponence, the underdetermination of a word’s morphosyntactic content by its inflectional form, and the nature of word forms’ internal structure. The structure of a word’s inventory of inflected forms—its paradigm—is the locus of considerable cross-linguistic variation. In particular, the canonical relation of content to form in an inflectional paradigm is subject to a wide array of deviations, including inflection-class distinctions, morphomic properties, defectiveness, deponency, metaconjugation, and syncretism; these deviations pose important challenges for understanding the interfaces of inflectional morphology, and a theory’s resolution of these challenges depends squarely on whether that theory is morpheme-based or lexeme-based.


Author(s):  
Felicity Meakins ◽  
Sasha Wilmoth

The reduction of morphological complexity, particularly in inflectional paradigms, is not uncommon in language contact. One area of morphological complexity which has received less attention is variation within the cells of a paradigm, e.g. ‘dived’ and ‘dove’ as different past tense word forms of {DIVE} in English. This type of morphological complexity, where multiple forms are realized in the same cell in a paradigm is termed ‘overabundance’. This chapter examines the development of overabundance in the subject-marking system of Gurindji Kriol, and claims that increasing complexity in this dimension is the result of language contact. We analyse new data from Gurindji children using generalized linear mixed models to determine whether the complexity in the case paradigm has stabilized or whether complexification is on-going. We show that overabundance in Gurindji Kriol is an example of a contact-induced change which involves the complexification of an inflectional paradigm rather than its simplification.


2016 ◽  
Vol 28 (12) ◽  
pp. 1878-1896 ◽  
Author(s):  
Francesca Carota ◽  
Mirjana Bozic ◽  
William Marslen-Wilson

Derivational morphology is a cross-linguistically dominant mechanism for word formation, combining existing words with derivational affixes to create new word forms. However, the neurocognitive mechanisms underlying the representation and processing of such forms remain unclear. Recent cross-linguistic neuroimaging research suggests that derived words are stored and accessed as whole forms, without engaging the left-hemisphere perisylvian network associated with combinatorial processing of syntactically and inflectionally complex forms. Using fMRI with a “simple listening” no-task procedure, we reexamine these suggestions in the context of the root-based combinatorially rich Italian lexicon to clarify the role of semantic transparency (between the derived form and its stem) and affix productivity in determining whether derived forms are decompositionally represented and which neural systems are involved. Combined univariate and multivariate analyses reveal a key role for semantic transparency, modulated by affix productivity. Opaque forms show strong cohort competition effects, especially for words with nonproductive suffixes (ventura, “destiny”). The bilateral frontotemporal activity associated with these effects indicates that opaque derived words are processed as whole forms in the bihemispheric language system. Semantically transparent words with productive affixes (libreria, “bookshop”) showed no effects of lexical competition, suggesting morphologically structured co-representation of these derived forms and their stems, whereas transparent forms with nonproductive affixes (pineta, pine forest) show intermediate effects. Further multivariate analyses of the transparent derived forms revealed affix productivity effects selectively involving left inferior frontal regions, suggesting that the combinatorial and decompositional processes triggered by such forms can vary significantly across languages.


2020 ◽  
Vol 52 ◽  
Author(s):  
Rodrigo Ferrer-Urbina ◽  
◽  
Patricio Mena-Chamorro ◽  
Patricio Zambrana ◽  
Cristian Ramírez ◽  
...  

Sexually transmitted infections (STIs), mainly HIV/AIDS, are acquired through risky sexual behaviors that have been associated with sexual sensation seeking. The purpose of this work is development a new scale for the assessment of sexual sensations seeking, with evidence of validity based on internal structure and relationship to other measures, for use in young people and adults in a Latin American context. An instrumental study was performed, with time-space sampling of students from the two Chilean cities with the highest rates of HIV. Final scale has 9 items to evaluate two dimensions: (1) sexual emotions seeking; and (2) tendency to sexual boredom. The identified structure provides good levels of reliability and presents validity evidence, based on the internal structure of the test, using CFA and ESEM. Two-dimensional sexual sensation seeking scale evidence proper psychometric properties to evaluate the seeking for sexual sensations in equivalents samples.


2018 ◽  
Vol 2 (1) ◽  
pp. 1
Author(s):  
Aqidah Nuril Salma

Garuda Indonesia is the first and the only airline in Indonesia that implement sponsorship programs with international soccer club, Liverpool FC. This study uses sponsorship dimension consisting of target audience reach, compatibility with the company’s or brand positioning, and message capacity. This research applies quantitative approach and involves 83 respondents as samples collected by non-probability and snowball sampling techniques. The results suggest that sponsorship has a strong effects towards brand awareness. Futher, multiple regression analysis also indicates that the dimensions of sponsorship compatibility with the company’s or brand positioning have the biggest influence towards brand awareness than the other two dimensions.


Author(s):  
Nuria de la Torre García ◽  
María Cecilia Ainciburu ◽  
Kris Buyse

Abstract Linguistic complexity measures are used to describe second language (L2) performance and assess levels of proficiency and development. Although morphology is considered crucial in L2 acquisition, morphological complexity has been relatively neglected, hindering comprehensive views of grammatical complexity in L2. This article presents an application of a recently proposed metric of morphological diversity, the Morphological Complexity Index (MCI), in an L2 Spanish corpus of 113 essays classified into four proficiency levels by expert evaluators. The aim of the study is to investigate the relationships of MCI with subjectively rated proficiency and with other four quantitative measures of L2 complexity. Results indicate that morphological complexity, as measured by MCI, does not vary significantly across proficiency levels in this corpus. The MCI shows significant correlations with lexical but not with syntactic complexity measures. Findings are interpreted in the light of the characteristics of the corpus and the acquisition of the Spanish verbal system.


2021 ◽  
Vol 7 (2) ◽  
pp. 197-229 ◽  
Author(s):  
Nathan Vandeweerd ◽  
Alex Housen ◽  
Magali Paquot

Abstract This study partially replicates Paquot’s (2018, 2019) study of phraseological complexity in L2 English by investigating how phraseological complexity compares across proficiency levels as well as how phraseological complexity measures relate to lexical, syntactic and morphological complexity measures in a corpus of L2 French argumentative essays. Phraseological complexity is operationalized as the diversity (root type-token ratio; RTTR) and sophistication (pointwise mutual information; PMI) of three types of grammatical dependencies: adjectival modifiers, adverbial modifiers and direct objects. Results reveal a significant increase in the mean PMI of direct objects and the RTTR of adjectival modifiers across proficiency levels. In addition to phraseological sophistication, important predictors of proficiency include measures of lexical diversity, lexical sophistication, syntactic (phrasal) complexity and morphological complexity. The results provide cross-linguistic validation for the results of Paquot (2018, 2019) and further highlight the importance of including phraseological measures in the current repertoire of L2 complexity measures.


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