{"title":"A Guide to Build (ING) GLMM Trees in Canadian Maritime English: Part 2, Linguistic Factors","authors":"Matt Hunt Gardner","doi":"10.1111/lnc3.70037","DOIUrl":"10.1111/lnc3.70037","url":null,"abstract":"<p>This second paper in a two-part methodological guide demonstrates how Generalised Linear Mixed Model (GLMM) tree analysis can be used to explore linguistic conditioning in sociolinguistic variation. Building on Part 1, which introduced the dataset and illustrated how GLMM trees reveal social patterning in (ING) variation, Part 2 focuses on the internal linguistic factors governing the alternation between [ɪn] and [ɪŋ] in Canadian Maritime English (CME). Using over 10,000 tokens from more than 300 speakers—the largest single-dialect (ING) dataset to date—this study shows how GLMM trees accommodate overlapping or collinear predictors such as grammatical category, phonological context, and lexical frequency. The analysis confirms the dominant morphological constraint (verbs favouring [ɪn], non-verbal forms favouring [ɪŋ]) and identifies additional phonological and frequency effects that emerge only in specific prosodic and lexical environments. These results demonstrate that GLMM trees offer a straightforward, statistically robust way to model complex sociolinguistic data while maintaining interpretability. The paper concludes by comparing hierarchical tree-based and ‘flat’ regression models, validating the stability of the GLMM trees through cross-validation, and highlighting how this approach can clarify the interplay of linguistic and social constraints in variationist research.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70037","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146224308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"From Psycholinguistics to Computer Vision. A Comprehensive Review of Object Naming Data and Studies","authors":"Alžběta Kučerová, Johann-Mattis List","doi":"10.1111/lnc3.70034","DOIUrl":"10.1111/lnc3.70034","url":null,"abstract":"<p>In recent years, much research has focused on what happens in the human brain when a perceptual stimulus, such as a picture, is converted into linguistic content, a word. This process is commonly referred to as object naming and is considered a crucial aspect of language processing, production, and cognition. It refers to the identification of an object with a word or phrase, as well as the psychometric method of investigating this human behavior to obtain insights into different aspects of human cognition and language, such as the organization of the mental lexicon, language acquisition, disorders, or cognitive aging. The ability to name objects is considered a fundamental skill in interpersonal communication and has long been studied in numerous disciplines, such as cognitive science, psycholinguistics, psychology, and, more recently, in computer vision and research on language and vision. In the latter two, object naming has become an extremely powerful tool, especially in the development and fine-tuning of multi-modal models, facilitating tasks such as visual question answering, image captioning tasks, object detection, or visual scene understanding. Our comprehensive, cross-linguistic review explores the key findings, commonly cited, and prominent datasets and their applications that establish object naming both in the past and now, as well as discusses its chances and challenges in future work.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70034","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146217010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Phonetics and Phonology of Voiceless Nasals","authors":"Naoki Ueta, Priyankoo Sarmah, Ai Mizoguchi","doi":"10.1111/lnc3.70036","DOIUrl":"https://doi.org/10.1111/lnc3.70036","url":null,"abstract":"<div>\u0000 \u0000 <p>Voiceless nasals are cross-linguistically rare speech sounds that remain understudied compared to their voiced counterparts. However, they offer insights that could refine our understanding of nasal consonant production and voicing patterns. This study provides an overview of the phonetic and phonological characteristics of voiceless nasals in the world's languages. First, we show the distribution of voiceless nasals in the world's languages, revealing that voiceless nasals are found in a variety of language families, although not in many languages. Next, we demonstrate the realization of voiceless nasals, showing that (i) at least two types can be observed from a phonetic perspective, (ii) voiceless nasal phonemes in several languages have allophonic variants, and (iii) several acoustic correlates—such as duration, strength of excitation, and fundamental frequency—are related to the production of voiceless nasals. We also discuss whether a voiceless nasal is a single phoneme or a consonant cluster. In addition, we illustrate that voiceless nasals can occur phonetically even in languages without phonemic voiceless nasals. Lastly, we present a case study of voiceless nasals in Tibeto-Burman languages of Northeast India, concluding that they are purely voiceless nasals, although several studies have noted that they are aspirated or breathy nasals.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146135960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Phonetics and Phonology of Voiceless Nasals","authors":"Naoki Ueta, Priyankoo Sarmah, Ai Mizoguchi","doi":"10.1111/lnc3.70036","DOIUrl":"10.1111/lnc3.70036","url":null,"abstract":"<div>\u0000 \u0000 <p>Voiceless nasals are cross-linguistically rare speech sounds that remain understudied compared to their voiced counterparts. However, they offer insights that could refine our understanding of nasal consonant production and voicing patterns. This study provides an overview of the phonetic and phonological characteristics of voiceless nasals in the world's languages. First, we show the distribution of voiceless nasals in the world's languages, revealing that voiceless nasals are found in a variety of language families, although not in many languages. Next, we demonstrate the realization of voiceless nasals, showing that (i) at least two types can be observed from a phonetic perspective, (ii) voiceless nasal phonemes in several languages have allophonic variants, and (iii) several acoustic correlates—such as duration, strength of excitation, and fundamental frequency—are related to the production of voiceless nasals. We also discuss whether a voiceless nasal is a single phoneme or a consonant cluster. In addition, we illustrate that voiceless nasals can occur phonetically even in languages without phonemic voiceless nasals. Lastly, we present a case study of voiceless nasals in Tibeto-Burman languages of Northeast India, concluding that they are purely voiceless nasals, although several studies have noted that they are aspirated or breathy nasals.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146135939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lauren Gawne, Martha Tsutsui Billins, Sarah M. Dopierala, Leah Velleman, Gretchen McCulloch
{"title":"Who Listens to Linguistics Podcasting? A Survey of Lingthusiasm Listeners","authors":"Lauren Gawne, Martha Tsutsui Billins, Sarah M. Dopierala, Leah Velleman, Gretchen McCulloch","doi":"10.1111/lnc3.70030","DOIUrl":"https://doi.org/10.1111/lnc3.70030","url":null,"abstract":"<div>\u0000 \u0000 <p>Podcasting is now an established entertainment medium, and is a useful platform for content that can find a niche global audience outside of traditional broadcast media. Linguistics is one topic that benefits from this model of internet distribution. Linguistics podcasting can serve both educational and entertainment aims, with audiences that encompass non-linguists interested in scicomm-adjacent topics as well as linguistics students and educators in secondary and tertiary education. To better understand these heterogeneous audience(s) for linguistics podcasts, this article presents survey data for listeners of the Lingthusiasm podcast (2024, 963 participants). We explore survey participant demographic data, as well as people's relationship to both formal linguistics education and linguistics as a topic of general interest. We show that the distinction between general and academic audiences is complex, and that there are audience segments that are highly-engaged auto-didacts. These results demonstrate the value of linguistics podcasting both as an educational resource and in advancing awareness of linguistics for new audiences.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146130037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lauren Gawne, Martha Tsutsui Billins, Sarah M. Dopierala, Leah Velleman, Gretchen McCulloch
{"title":"Who Listens to Linguistics Podcasting? A Survey of Lingthusiasm Listeners","authors":"Lauren Gawne, Martha Tsutsui Billins, Sarah M. Dopierala, Leah Velleman, Gretchen McCulloch","doi":"10.1111/lnc3.70030","DOIUrl":"10.1111/lnc3.70030","url":null,"abstract":"<div>\u0000 \u0000 <p>Podcasting is now an established entertainment medium, and is a useful platform for content that can find a niche global audience outside of traditional broadcast media. Linguistics is one topic that benefits from this model of internet distribution. Linguistics podcasting can serve both educational and entertainment aims, with audiences that encompass non-linguists interested in scicomm-adjacent topics as well as linguistics students and educators in secondary and tertiary education. To better understand these heterogeneous audience(s) for linguistics podcasts, this article presents survey data for listeners of the Lingthusiasm podcast (2024, 963 participants). We explore survey participant demographic data, as well as people's relationship to both formal linguistics education and linguistics as a topic of general interest. We show that the distinction between general and academic audiences is complex, and that there are audience segments that are highly-engaged auto-didacts. These results demonstrate the value of linguistics podcasting both as an educational resource and in advancing awareness of linguistics for new audiences.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146130036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Shallow Structure Hypothesis and Sentence Processing in a Second Language","authors":"Kyle Swanson, A. Kate Miller","doi":"10.1111/lnc3.70032","DOIUrl":"https://doi.org/10.1111/lnc3.70032","url":null,"abstract":"<p>The Shallow Structure Hypothesis (SSH) has been highly influential in the study of adult second language (L2) acquisition. With respect to L2 sentence processing, the essential claim is that L2 speakers rely less on syntactic information and more on alternative sources of information (e.g., lexical semantics and discourse) than adult first-language (L1) speakers. This idea, however, has been controversial, and the ample body of empirical research on it has produced a pattern of indeterminate, mixed, and contested results, potentially due to important theoretical and methodological differences in the studies. This article reviews the SSH as a theory of L2 sentence processing and considers the ongoing story that prominent work seems to be telling about it. Whatever amount of truth the SSH may turn out to capture, we find overall that the hypothesis and extant research on it have played a beneficial role in driving forward the field's understanding of L2 sentence processing in general. We are optimistic that future work will as well—especially if it continues to trend towards greater theoretical and methodological acuity—and we provide recommendations for advancing the state of the science.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70032","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146002212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Implicit and Explicit Language Attitudes and Language Attitude Change","authors":"Robert M. McKenzie","doi":"10.1111/lnc3.70033","DOIUrl":"https://doi.org/10.1111/lnc3.70033","url":null,"abstract":"<p>Knowledge of public attitudes towards language-based diversity can help uncover wider societal prejudices. Nonetheless, sociolinguists are increasingly aware of the limitations of using traditional explicit self-report measures to gauge attitudes towards linguistic variation. Accordingly, a growing number of studies have adapted more recently developed socio-psychological techniques—most particularly the implicit association test (IAT)—to access more deeply embedded, and durable, implicit evaluations of linguistic stimuli. This article provides a critical review of the methodological approaches undertaken and findings of existing prior explicit and implicit language attitude research, and examines the nature of the relationship between the two levels of linguistic evaluation. The methodological and theoretical merits of employing both implicit and explicit attitudinal measures in future language attitude research is discussed, in particular regarding more fine-grained assessment of language attitude change in progress and to better understand the relationship between any changes underway in linguistic attitudes and patterns of language use and language change within the speech community under investigation.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70033","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145969646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"African Lambdas II: Formal Semantics of African Languages—The Verbal and Clausal Domain","authors":"Malte Zimmermann","doi":"10.1111/lnc3.70024","DOIUrl":"https://doi.org/10.1111/lnc3.70024","url":null,"abstract":"<p>The formal semantic analysis of African languages is still a young subfield within theoretical linguistics. Starting with general overviews of the quantifier systems of individual African languages around two decades ago, there now exists a substantial body of fieldwork-based and autochthonous formal semantic research conducted by both African and non-African scholars. A major objective of these studies is to describe and analyse semantic phenomena in under-researched African languages. A second important aim is to examine the extent to which leading semantic theories—mostly developed on the basis of European languages—can be applied to non-European languages, and to determine what broader theoretical insights can be gained from formal semantic analyses of African languages. Research in this field has fostered the emergence of a new generation of African semanticists who will carry this enterprise forward. This is the second of two articles on formal semantics of African languages. The central aim of these articles is to provide scholars with a background in formal semantics with a general overview of semantic research activities focused on African languages. At the same time, the two articles will also be valuable to readers with a broader interest in African languages, offering them a range of empirical and theoretical questions as well as diagnostic tools to begin their own semantic investigations in the languages of their choice. This sequel article discusses formal-semantic approaches to interpretive phenomena associated with the extended verbal and the clausal domain (VP, TP, CP), such as <i>exceed</i>-based comparatives, serial verb constructions, tense-aspect phenomena, modality, focus exhaustivity, focus particles, and clause embedding.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70024","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Reading Comprehension in Aphasia: A Review of Research and Treatment","authors":"Willem S. van Boxtel, Joshua D. Weirick","doi":"10.1111/lnc3.70031","DOIUrl":"https://doi.org/10.1111/lnc3.70031","url":null,"abstract":"<p>Reading comprehension in people with aphasia (PWA) remains an underexplored area despite its critical importance for daily functioning. Aphasia often results in diverse reading deficits that impair the ability to process written input. These deficits are linked to damage in language and cognitive mechanisms, including working memory, attention, and syntactic processing. This review examines the nature of reading impairments in aphasia and evaluates treatment approaches, highlighting gaps in current research. While current treatment approaches show promise for improving reading comprehension, evidence supporting generalization to other language skills and long-term maintenance of gains remains limited. Future research should investigate implicit learning-based approaches, which leverage preserved cognitive abilities in PWA, and explore how cognitive and environmental factors influence treatment outcomes. Emerging technologies, such as text augmentation tools, offer more avenues for intervention, though their efficacy in aphasia-specific contexts is not yet well-established. Advancing our understanding of reading comprehension is essential to enhancing quality of life for individuals with aphasia. To that end, we offer several recommendations for future research, which include examination of the effects of cognitive variables, investigation of implicit learning-based treatment approaches, and validation of emerging technologies.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70031","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}