{"title":"The Rational Speech Act Framework","authors":"Judith Degen","doi":"10.1146/annurev-linguistics-031220-010811","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031220-010811","url":null,"abstract":"The past decade has seen the rapid development of a new approach to pragmatics that attempts to integrate insights from formal and experimental semantics and pragmatics, psycholinguistics, and computational cognitive science in the study of meaning: probabilistic pragmatics. The most influential probabilistic approach to pragmatics is the Rational Speech Act (RSA) framework. In this review, I demonstrate the basic mechanics and commitments of RSA as well as some of its standard extensions, highlighting the key features that have led to its success in accounting for a wide variety of pragmatic phenomena. Fundamentally, it treats language as probabilistic, informativeness as gradient, alternatives as context-dependent, and subjective prior beliefs (world knowledge) as a crucial facet of interpretation. It also provides an integrated account of the link between production and interpretation. I highlight key challenges for RSA, which include scalability, the treatment of the boundedness of cognition, and the incremental and compositional nature of language. 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":"4 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2022-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87553799","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":"Assessing Second Language Speaking Proficiency","authors":"Nivja H. de Jong","doi":"10.1146/annurev-linguistics-030521-052114","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030521-052114","url":null,"abstract":"In today's global economy, most people all over the world need to speak a second language (L2) for study, work, or social purposes. Assessment of speaking, either in the classroom or as an external exam, is therefore an important task. However, because of its fleeting nature, the assessment of speaking proficiency is difficult. For valid assessment, a speaking test must measure speaking proficiency without construct-irrelevant variance, for instance, due to tasks, raters, and interlocutors. This article begins by bringing together insights from different disciplines to develop a multi-componential construct of speaking proficiency, which includes linguistic and strategic competencies. Because speaking usually takes place in conversation, the ability to take part in interaction, including rapid prediction, is described as part of the speaking construct. Next, the factors that need to be controlled when making a speaking assessment are discussed. Finally, challenges and ideas for future research are briefly described. 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":"109 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2022-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74105109","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":"Serialism and Opacity in Phonological Theory","authors":"Kathryn Pruitt","doi":"10.1146/annurev-linguistics-031220-120748","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031220-120748","url":null,"abstract":"Opacity is a natural language phenomenon where a phonological process is rendered non-surface-true by virtue of its interaction with other processes. Phonologists have long been fascinated with opaque generalizations both from a typological standpoint (What kinds of non-surface-true generalizations are found?) and a theoretical one (Which formal tools permit an analysis of opacity?). This review aims to ( a) discuss the breadth of non-surface-true generalizations in light of phonologists’ (often implicit) working definitions of opacity and ( b) address opacity as a flashpoint in one of the larger debates in generative phonology, between the rule-based serial approach of Chomsky & Halle's Sound Pattern of English and constraint-based parallel Optimality Theory. A conclusion offered here is that the well-known problems Optimality Theory faces with some kinds of opacity are due not to its lack of serialism but to the fact that such processes are input-motivated rather than output-motivated. 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":"59 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2022-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74814562","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":"Compositionality in Computational Linguistics","authors":"L. Donatelli, Alexander Koller","doi":"10.1146/annurev-linguistics-030521-044439","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030521-044439","url":null,"abstract":"Neural models greatly outperform grammar-based models across many tasks in modern computational linguistics. This raises the question of whether linguistic principles, such as the Principle of Compositionality, still have value as modeling tools. We review the recent literature and find that while an overly strict interpretation of compositionality makes it hard to achieve broad coverage in semantic parsing tasks, compositionality is still necessary for a model to learn the correct linguistic generalizations from limited data. Reconciling both of these qualities requires the careful exploration of a novel design space; we also review some recent results that may help in this exploration. 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":"45 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73559708","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":"Heritage Languages: Language Acquired, Language Lost, Language Regained","authors":"S. Montrul","doi":"10.1146/annurev-linguistics-030521-050236","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-030521-050236","url":null,"abstract":"A heritage language is a sociopolitically minority and/or minoritized language acquired as the first or one of the first languages in a bilingual or multilingual context. Heritage languages are typically acquired under conditions of reduced exposure and are often used less than the majority language during late childhood and adolescence. Heritage languages show structural differences and changes at all levels of linguistic analysis from baseline grammars that arise from the complex interaction between the nature and quantity of input and the age of bilinguals. Although many situations give rise to heritage languages, this article focuses on immigrants and their children and reviews foundational studies of the linguistic properties of heritage languages; studies of age effects that have shed light on critical differences between first, second, and heritage language acquisition; and recent studies of heritage language relearning and reactivation. The implications of the study of heritage languages for bilingualism and society and for the language and cognitive sciences are discussed. 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":"65 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85305807","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":"Impersonal Pronouns and First-Person Perspective","authors":"H. Pearson","doi":"10.1146/annurev-linguistics-031120-102547","DOIUrl":"https://doi.org/10.1146/annurev-linguistics-031120-102547","url":null,"abstract":"Impersonal pronouns are prototypically used in generic sentences to make generalizations about people. Yet they are unlike bare plural people or indefinite singular a person in that they exhibit a sensitivity to first-person perspective. This relationship can be seen in ( a) inferences of first-person experience associated with use of these pronouns, ( b) additional meaning components carried by impersonally used personal pronouns involving a presumption of empathy or (dis)agreement, and ( c) their interpretation in attitude reports, including referential dependency on the attitude holder and the de se/de re distinction. I survey recent findings on the perspectival interpretation of impersonal pronouns including English generic one, German man, French on, and Italian si, as well as impersonally used personal pronouns like English you and German ich and du. I end by identifying some common themes emerging from recent formal semantic analyses of impersonal pronouns. One of the key notions here is the treatment of impersonals as Heimian indefinites, which in generic contexts get bound by the generic operator. 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":"47 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85049591","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":"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":"8 1","pages":""},"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":"16 1","pages":""},"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":"56 1","pages":""},"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":"1 1","pages":""},"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}
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