{"title":"Retrospect and Prospect","authors":"P. Kiparsky","doi":"10.1146/annurev-linguistics-032620-045850","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-032620-045850","url":null,"abstract":"In science, we look for the big picture, but in autobiography, it is the details that we care more about. Inevitably, my piece embodies this contradiction. The linguistic parts aim to bring out the unifying themes behind what may look like a hopelessly all-over-the-place curriculum vitae of research and teaching. The autobiographical parts are mostly vignettes of my formative years, places where I have lived, events that have made an impression on me, and people I have crossed paths with. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90044434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Linjun Zhang, Zhichao Xia, Yang Zhao, H. Shu, Yang Zhang
{"title":"Recent Advances in Chinese Developmental Dyslexia","authors":"Linjun Zhang, Zhichao Xia, Yang Zhao, H. Shu, Yang Zhang","doi":"10.1146/annurev-linguistics-030421-065648","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030421-065648","url":null,"abstract":"Chinese developmental dyslexia (DD) research provides important insights into the language-universal and language-specific mechanisms underlying dyslexia. In this article, we review recent advances in Chinese DD. Converging behavioral evidence suggests that, while phonological and rapid automatized naming deficits are language universal, orthographic and morphological deficits are specific to the linguistic properties of Chinese. At the neural level, hypoactivation in the left superior temporal/inferior frontal regions in dyslexic children across Chinese and alphabetic languages may indicate a shared phonological processing deficit, whereas hyperactivation in the right inferior occipital/middle temporal regions and atypical activation in the left frontal areas in Chinese dyslexic children may indicate a language-specific compensatory strategy for impaired visual-spatial analysis and a morphological deficit in Chinese DD, respectively. The findings call for further theoretical endeavors to understand the language-universal and Chinese-specific neurobiological mechanisms underlying dyslexia and to design more effective and efficient intervention programs. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87925599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Some Right Ways to Analyze (Psycho)Linguistic Data","authors":"S. Vasishth","doi":"10.1146/annurev-linguistics-031220-010345","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031220-010345","url":null,"abstract":"Much has been written on the abuse and misuse of statistical methods, including p values, statistical significance, and so forth. I present some of the best practices in statistics using a running example data analysis. Focusing primarily on frequentist and Bayesian linear mixed models, I illustrate some defensible ways in which statistical inference—specifically, hypothesis testing using Bayes factors versus estimation or uncertainty quantification—can be carried out. The key is to not overstate the evidence and to not expect too much from statistics. Along the way, I demonstrate some powerful ideas, including the use of simulation to understand the design properties of one's experiment before running it, visualization of data before carrying out a formal analysis, and simulation of data from the fitted model to understand the model's behavior. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87048294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Speech Prosody in Mental Disorders","authors":"Hongwei Ding, Yang Zhang","doi":"10.1146/annurev-linguistics-030421-065139","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030421-065139","url":null,"abstract":"In response to uncovering brain mechanisms underlying vocal communication and searching for biomarkers for mental illnesses, speech prosody has been increasingly studied in recent years in multiple disciplines, including psycholinguistics. In this article, we provide an up-to-date synthesis of the theoretical foundation and empirical evidence to profile linguistic and emotional prosody in the proper characterization of mental disorders, including schizophrenia, autism, Alzheimer's disease, and depression. Our review reveals a need to develop theoretically motivated and methodologically integrated approaches to the study of context-driven comprehension and expression of pragmatic-affective prosody, which will help elucidate the core features of socio-communicative problems in individuals with mental disorders. We propose that comprehensive models within and across the conventional cognition-emotion-language trichotomy need to be developed to integrate current findings and guide future research. In particular, there needs to be due emphasis on investigating multisensory and cross-modal effects in normal and pathological prosody research. Our review calls for multidisciplinary efforts to address the challenging issues to inform and inspire the advancement of linguistic theories and psychiatric diagnosis and treatment. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85378424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Adjective Ordering Across Languages","authors":"Gregory Scontras","doi":"10.1146/annurev-linguistics-030521-041835","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030521-041835","url":null,"abstract":"Adjective ordering preferences stand as perhaps one of the best candidates for a true linguistic universal: When multiple adjectives are strung together in service of modifying some noun, speakers of different languages—from English to Mandarin to Hebrew—exhibit robust and reliable preferences concerning the relative order of those adjectives. More importantly, despite the diversity of the languages investigated, the very same preferences surface over and over again. This tantalizing regularity has led to decades of research pursuing the source of these preferences. This article offers an overview of the findings and proposals that have resulted. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74447790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Verb Classification Across Languages","authors":"Olga Majewska, A. Korhonen","doi":"10.1146/annurev-linguistics-030521-043632","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030521-043632","url":null,"abstract":"Recent developments in language modeling have enabled large text encoders to derive a wealth of linguistic information from raw text corpora without supervision. Their success across natural language processing (NLP) tasks has called into question the role of man-made computational resources, such as verb lexicons, in supporting modern NLP. Still, probing analyses have concurrently exposed the limitations of the knowledge possessed by the large neural architectures, revealing them to be clever task solvers rather than self-taught linguists. Can human-designed lexical resources still help fill their knowledge gaps? Focusing on verb classification, we discuss approaches to generating verb classes multilingually and weigh the relative benefits of undertaking expensive lexicographic work and outsourcing the task to untrained native speakers. Then, we consider the evidence for the utility of augmenting pretrained language models with external verb knowledge and ponder the ways in which human expertise can continue to benefit multilingual NLP. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87687280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Andrea L. Berez-Kroeker, Shirley Gabber, Aliya Slayton
{"title":"Recent Advances in Technologies for Resource Creation and Mobilization in Language Documentation","authors":"Andrea L. Berez-Kroeker, Shirley Gabber, Aliya Slayton","doi":"10.1146/annurev-linguistics-031220-120504","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031220-120504","url":null,"abstract":"Language documentation as a subfield of linguistics has arisen over the past roughly two and a half decades more or less simultaneously with the widespread availability of inexpensive hardware and software for creating, storing, and sharing digital objects. Thus, in some ways the history of advancements within the discipline is also a history of how technological tools have been developed, tested, adopted, and eventually abandoned as newer technologies appear. In this article we examine some recent technologies used both for creating documentary resources, usually considered to include recorded language events in a variety of genres and settings and enough annotation to make them decipherable, and for then mobilizing those resources so that they can be used and shared in language learning, reclamation, revitalization, and analysis. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73587041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Actuation Problem","authors":"A. Yu","doi":"10.1146/annurev-linguistics-031120-101336","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031120-101336","url":null,"abstract":"The actuation problem asks why a linguistic change occurs in a particular language at a particular time and space. Responses to this problem are multifaceted. This review approaches the problem of actuation through the lens of sound change, examining it from both individual and population perspectives. Linguistic changes ultimately actuate in the form of idiolectal differences. An understanding of language change actuation at the idiolectal level requires an understanding of ( a) how individual speaker-listeners’ different past linguistic experiences and physical, perceptual, cognitive, and social makeups affect the way they process and analyze the primary learning data and ( b) how these factors lead to divergent representations and grammars across speakers-listeners. Population-level incrementation and propagation of linguistic innovation depend not only on the nature of contact between speakers with unique idiolects but also on individuals who have the wherewithal to take advantage of the linguistic innovations they encountered to achieve particular ideological projects at any given moment. Because of the vast number of contingencies that need to be aligned properly, the incrementation and propagation of linguistic innovation are predicted to be rare. Agent-based modeling promises to provide a controlled way to investigate the stochastic nature of language change propagation, but a comprehensive model of linguistic change actuation at the individual level remains elusive. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89292904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Prosodic Prominence Across Languages","authors":"D. Robert Ladd, A. Arvaniti","doi":"10.1146/annurev-linguistics-031120-101954","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031120-101954","url":null,"abstract":"Current empirical work on prosodic prominence is based on theoretical developments in the mid-twentieth century, in which a generalized notion of stress (in word pairs like English insight/incite and in sentence pairs like THEY left/they LEFT) was replaced by a distinction between an abstract notion of word stress and a concrete notion of phrasal accent or prominence that applies to specific words in an utterance. Much research since then has focused on phonetic and other cues that signal such prominence. Early findings emphasized the role of intonational pitch movements; more recent research demonstrates the importance of other phonetic cues, categorical differences between pitch movement types, and nonphonetic factors like word frequency. However, the definition of prominence itself remains informal and depends on intuitions that are well motivated primarily in European languages. Recent findings point to important differences between languages. These might be accommodated in a more comprehensive theory of word and sentence stress that treats both as manifestations of a hierarchical prosodic structure of the sort assumed in metrical phonology, while at the same time allowing for significant differences of prosodic typology. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87662271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Environmental Linguistics","authors":"K. D. Harrison","doi":"10.1146/annurev-linguistics-031220-013152","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031220-013152","url":null,"abstract":"Environmental linguistics is an emerging field at the intersection of linguistics and natural sciences. It recognizes the mutual relationship between cultural and ecological diversity, documenting linguistic structures and verbal practices by which speakers conceptualize, encode, and transmit knowledge about the natural world. It surpasses the largely metaphorical and narrative program of ecolinguistics to position language as the preeminent conceptual framework and channel for environmental knowledge. Natural phenomena—as Indigenous experts explain—cannot be understood apart from the languages that encode them, and vice versa. Language diversity is thus the key to safeguarding biodiversity and a balanced human relationship with nature. Environmental linguistics helps decolonize linguistics as our field evolves to prioritize knowledge coproduction over data extraction. Examples from my fieldwork in Tuva cover six domains of knowledge: landscapes, lifeforms, time, sound, cognition, and survival. This article reviews recent literature from many cultures, emphasizing works by Indigenous authors. Expected final online publication date for the Annual Review of Linguistics, Volume 9 is January 2023. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":45803,"journal":{"name":"Annual Review of Linguistics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2022-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90581688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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