Word Classes in Radical Construction Grammar
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Why Is Language Typology Possible?
Why is language typology possible? Martin Haspelmath 1 Languages are incomparable Each language has its own system. Each language has its own categories. Each language is a world of its own. 2 Or are all languages like Latin? nominative the book genitive of the book dative to the book accusative the book ablative from the book 3 Or are all languages like English? 4 How could languages be compared? If languages are so different: What could be possible tertia comparationis (= entities that are identical across comparanda and thus permit comparison)? 5 Three approaches • Indeed, language typology is impossible (non- aprioristic structuralism) • Typology is possible based on cross-linguistic categories (aprioristic generativism) • Typology is possible without cross-linguistic categories (non-aprioristic typology) 6 Non-aprioristic structuralism: Franz Boas (1858-1942) The categories chosen for description in the Handbook “depend entirely on the inner form of each language...” Boas, Franz. 1911. Introduction to The Handbook of American Indian Languages. 7 Non-aprioristic structuralism: Ferdinand de Saussure (1857-1913) “dans la langue il n’y a que des différences...” (In a language there are only differences) i.e. all categories are determined by the ways in which they differ from other categories, and each language has different ways of cutting up the sound space and the meaning space de Saussure, Ferdinand. 1915. Cours de linguistique générale. 8 Example: Datives across languages cf. Haspelmath, Martin. 2003. The geometry of grammatical meaning: semantic maps and cross-linguistic comparison 9 Example: Datives across languages 10 Example: Datives across languages 11 Non-aprioristic structuralism: Peter H. Matthews (University of Cambridge) Matthews 1997:199: "To ask whether a language 'has' some category is...to ask a fairly sophisticated question.. -
Modeling Language Variation and Universals: a Survey on Typological Linguistics for Natural Language Processing
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti, Helen O ’Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen To cite this version: Edoardo Ponti, Helen O ’Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, et al.. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. 2018. hal-01856176 HAL Id: hal-01856176 https://hal.archives-ouvertes.fr/hal-01856176 Preprint submitted on 9 Aug 2018 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Maria Ponti∗ Helen O’Horan∗∗ LTL, University of Cambridge LTL, University of Cambridge Yevgeni Berzaky Ivan Vuli´cz Department of Brain and Cognitive LTL, University of Cambridge Sciences, MIT Roi Reichart§ Thierry Poibeau# Faculty of Industrial Engineering and LATTICE Lab, CNRS and ENS/PSL and Management, Technion - IIT Univ. Sorbonne nouvelle/USPC Ekaterina Shutova** Anna Korhonenyy ILLC, University of Amsterdam LTL, University of Cambridge Understanding cross-lingual variation is essential for the development of effective multilingual natural language processing (NLP) applications. -
Urdu Treebank
Sci.Int.(Lahore),28(4),3581-3585, 2016 ISSN 1013-5316;CODEN: SINTE 8 3581 URDU TREEBANK Muddassira Arshad, Aasim Ali Punjab University College of Information Technology (PUCIT), University of the Punjab, Lahore [email protected], [email protected] (Presented at the 5th International. Multidisciplinary Conference, 29-31 Oct., at, ICBS, Lahore) ABSTRACT: Treebank is a parsed corpus of text annotated with the syntactic information in the form of tags that yield the phrasal information within the corpus. The first outcome of this study is to design a phrasal and functional tag set for Urdu by minimal changes in the tag set of Penn Treebank, that has become a de-facto standard. Our tag set comprises of 22 phrasal tags and 20 functional tags. Second outcome of this work is the development of initial Treebank for Urdu, which remains publically available to the research and development community. There are 500 sentences of Urdu translation of religious text with an average length of 12 words. Context free grammar containing 109 rules and 313 lexical entries, for Urdu has been extracted from this Treebank. An online parser is used to verify the coverage of grammar on 50 test sentences with 80% recall. However, multiple parse trees are generated against each test sentence. 1 INTRODUCTION grammars for parsing[5], where statistical models are used The term "Treebank" was introduced in 2003. It is defined as for broad-coverage parsing [6]. "linguistically annotated corpus that includes some In literature, various techniques have been applied for grammatical analysis beyond the part of speech level" [1]. -
Linguistic Profiles: a Quantitative Approach to Theoretical Questions
Laura A. Janda USA – Norway, Th e University of Tromsø – Th e Arctic University of Norway Linguistic profi les: A quantitative approach to theoretical questions Key words: cognitive linguistics, linguistic profi les, statistical analysis, theoretical linguistics Ключевые слова: когнитивная лингвистика, лингвистические профили, статисти- ческий анализ, теоретическая лингвистика Abstract A major challenge in linguistics today is to take advantage of the data and sophisticated analytical tools available to us in the service of questions that are both theoretically inter- esting and practically useful. I offer linguistic profi les as one way to join theoretical insight to empirical research. Linguistic profi les are a more narrowly targeted type of behavioral profi ling, focusing on a specifi c factor and how it is distributed across language forms. I present case studies using Russian data and illustrating three types of linguistic profi ling analyses: grammatical profi les, semantic profi les, and constructional profi les. In connection with each case study I identify theoretical issues and show how they can be operationalized by means of profi les. The fi ndings represent real gains in our understanding of Russian grammar that can also be utilized in both pedagogical and computational applications. 1. Th e quantitative turn in linguistics and the theoretical challenge I recently conducted a study of articles published since the inauguration of the journal Cognitive Linguistics in 1990. At the year 2008, Cognitive Linguistics took a quanti- tative turn; since that point over 50% of the scholarly articles that journal publishes have involved quantitative analysis of linguistic data [Janda 2013: 4–6]. Though my sample was limited to only one journal, this trend is endemic in linguistics, and it is motivated by a confl uence of historic factors. -
Morphological Processing in the Brain: the Good (Inflection), the Bad (Derivation) and the Ugly (Compounding)
Morphological processing in the brain: the good (inflection), the bad (derivation) and the ugly (compounding) Article Published Version Creative Commons: Attribution 4.0 (CC-BY) Open Access Leminen, A., Smolka, E., Duñabeitia, J. A. and Pliatsikas, C. (2019) Morphological processing in the brain: the good (inflection), the bad (derivation) and the ugly (compounding). Cortex, 116. pp. 4-44. ISSN 0010-9452 doi: https://doi.org/10.1016/j.cortex.2018.08.016 Available at http://centaur.reading.ac.uk/78769/ It is advisable to refer to the publisher’s version if you intend to cite from the work. See Guidance on citing . To link to this article DOI: http://dx.doi.org/10.1016/j.cortex.2018.08.016 Publisher: Elsevier All outputs in CentAUR are protected by Intellectual Property Rights law, including copyright law. Copyright and IPR is retained by the creators or other copyright holders. Terms and conditions for use of this material are defined in the End User Agreement . www.reading.ac.uk/centaur CentAUR Central Archive at the University of Reading Reading’s research outputs online cortex 116 (2019) 4e44 Available online at www.sciencedirect.com ScienceDirect Journal homepage: www.elsevier.com/locate/cortex Special issue: Review Morphological processing in the brain: The good (inflection), the bad (derivation) and the ugly (compounding) Alina Leminen a,b,*,1, Eva Smolka c,1, Jon A. Dunabeitia~ d,e and Christos Pliatsikas f a Cognitive Science, Department of Digital Humanities, Faculty of Arts, University of Helsinki, Finland b Cognitive Brain Research -
Inflection), the Bad (Derivation) and the Ugly (Compounding)
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Central Archive at the University of Reading Morphological processing in the brain: the good (inflection), the bad (derivation) and the ugly (compounding) Article Published Version Creative Commons: Attribution 4.0 (CC-BY) Open Access Leminen, A., Smolka, E., Duñabeitia, J. A. and Pliatsikas, C. (2019) Morphological processing in the brain: the good (inflection), the bad (derivation) and the ugly (compounding). Cortex, 116. pp. 4-44. ISSN 0010-9452 doi: https://doi.org/10.1016/j.cortex.2018.08.016 Available at http://centaur.reading.ac.uk/78769/ It is advisable to refer to the publisher's version if you intend to cite from the work. See Guidance on citing . To link to this article DOI: http://dx.doi.org/10.1016/j.cortex.2018.08.016 Publisher: Elsevier All outputs in CentAUR are protected by Intellectual Property Rights law, including copyright law. Copyright and IPR is retained by the creators or other copyright holders. Terms and conditions for use of this material are defined in the End User Agreement . www.reading.ac.uk/centaur CentAUR Central Archive at the University of Reading Reading's research outputs online cortex 116 (2019) 4e44 Available online at www.sciencedirect.com ScienceDirect Journal homepage: www.elsevier.com/locate/cortex Special issue: Review Morphological processing in the brain: The good (inflection), the bad (derivation) and the ugly (compounding) Alina Leminen a,b,*,1, Eva Smolka c,1, Jon A. Dunabeitia~ d,e and Christos Pliatsikas -
Sign-Based Construction Grammar: an Informal Synopsis IVA N A
September 4, 2012 3 Sign-Based Construction Grammar: An Informal Synopsis IVA N A. SAG 1 Introduction This chapter1 is intended as an introduction to some of the central notions of Sign-Based Construction Grammar (SBCG).2 For a more general discussion of SBCG, including an informal, high-level summary of the framework, its historical development, motivation, and relation to other approaches to gram- mar, the reader is referred to Sag et al. this volume. 1.1 Preliminaries SBCG is a framework blending ideas developed over a quarter century of re- search in Head-Driven Phrase Structure Grammar (HPSG3) with those pre- 1Above all, I’d like to thank Paul Kay for hours of discussion and useful feedback at every stage in the seemingly endless process of writing this chapter. I’m also grateful to Chuck Fillmore and Laura Michaelis for many useful discussions of both content and exposition and for com- ments on an earlier draft, which was also been improved by the comments of Rui Chaves, Adele Goldberg, Bill Croft, Adam Przepiórkowski, Russell Lee-Goldman, and Hans Boas. In addition, discussions with the following people have been quite helpful: Farrell Ackerman, Emily Bender, Dan Flickinger, Mark Gawron, Andreas Kathol, Beth Levin, Bob Levine, Stefan Müller, Frank Van Eynde, Tom Wasow, Gert Webelhuth, and Steve Wechsler. None of the views expressed here should be attributed to any of these individuals; nor should they be held responsible for any remaining errors. 2SBCG owes a considerable debt to the implementation work carried out within CSLI’s LinGO Lab and the DELPHIN consortium, whose grammar development efforts have proceeded in paral- lel with the evolution of SBCG. -
Constructions: a New Theoretical Approach to Language
Review TRENDS in Cognitive Sciences Vol.7 No.5 May 2003 219 Constructions: a new theoretical approach to language Adele E. Goldberg Linguistics Department, University of Illinois, Urbana, IL 61801-0168, USA A new theoretical approach to language has emerged in the ‘core’ of language. Mainstream generative theory the past 10–15 years that allows linguistic observations argues further that the complexity of core language cannot about form–meaning pairings, known as ‘construc- be learned inductively by general cognitive mechanisms tions’, to be stated directly. Constructionist approaches and therefore learners must be hard-wired with principles aim to account for the full range of facts about that are specific to language (‘universal grammar’). language, without assuming that a particular subset of the data is part of a privileged ‘core’. Researchers in this Tenets of constructionist approaches field argue that unusual constructions shed light on Each basic tenet outlined below is shared by most more general issues, and can illuminate what is constructionist approaches. Each represents a major required for a complete account of language. divergence from the mainstream generative approach and, in many ways, a return to a more traditional view of Constructions – form and meaning pairings – have been language. the basis of major advances in the study of grammar since Tenet 1. All levels of description are understood to the days of Aristotle. Observations about specific linguistic involve pairings of form with semantic or discourse constructions have shaped our understanding of both function, including morphemes or words, idioms, particular languages and the nature of language itself. But partially lexically filled and fully abstract phrasal only recently has a new theoretical approach emerged that patterns. -
Parsing the SYNTAGRUS Treebank of Russian
Parsing the SYNTAGRUS Treebank of Russian Joakim Nivre Igor M. Boguslavsky Leonid L. Iomdin Vaxj¨ o¨ University and Universidad Politecnica´ Russian Academy Uppsala University de Madrid of Sciences [email protected] Departamento de Institute for Information Inteligencia Artificial Transmission Problems [email protected] [email protected] Abstract example, Nivre et al. (2007a) observe that the lan- guages included in the 2007 CoNLL shared task We present the first results on parsing the can be divided into three distinct groups with re- SYNTAGRUS treebank of Russian with a spect to top accuracy scores, with relatively low data-driven dependency parser, achieving accuracy for richly inflected languages like Arabic a labeled attachment score of over 82% and Basque, medium accuracy for agglutinating and an unlabeled attachment score of 89%. languages like Hungarian and Turkish, and high A feature analysis shows that high parsing accuracy for more configurational languages like accuracy is crucially dependent on the use English and Chinese. A complicating factor in this of both lexical and morphological features. kind of comparison is the fact that the syntactic an- We conjecture that the latter result can be notation in treebanks varies across languages, in generalized to richly inflected languages in such a way that it is very difficult to tease apart the general, provided that sufficient amounts impact on parsing accuracy of linguistic structure, of training data are available. on the one hand, and linguistic annotation, on the other. It is also worth noting that the majority of 1 Introduction the data sets used in the CoNLL shared tasks are Dependency-based syntactic parsing has become not derived from treebanks with genuine depen- increasingly popular in computational linguistics dency annotation, but have been obtained through in recent years. -
Introducing Sign-Based Construction Grammar IVA N A
September 4, 2012 1 Introducing Sign-Based Construction Grammar IVA N A. SAG,HANS C. BOAS, AND PAUL KAY 1 Background Modern grammatical research,1 at least in the realms of morphosyntax, in- cludes a number of largely nonoverlapping communities that have surpris- ingly little to do with one another. One – the Universal Grammar (UG) camp – is mainly concerned with a particular view of human languages as instantia- tions of a single grammar that is fixed in its general shape. UG researchers put forth highly abstract hypotheses making use of a complex system of repre- sentations, operations, and constraints that are offered as a theory of the rich biological capacity that humans have for language.2 This community eschews writing explicit grammars of individual languages in favor of offering conjec- tures about the ‘parameters of variation’ that modulate the general grammat- ical scheme. These proposals are motivated by small data sets from a variety of languages. A second community, which we will refer to as the Typological (TYP) camp, is concerned with descriptive observations of individual languages, with particular concern for idiosyncrasies and complexities. Many TYP re- searchers eschew formal models (or leave their development to others), while others in this community refer to the theory they embrace as ‘Construction Grammar’ (CxG). 1For comments and valuable discussions, we are grateful to Bill Croft, Chuck Fillmore, Adele Goldberg, Stefan Müller, and Steve Wechsler. We also thank the people mentioned in footnote 8 below. 2The nature of these representations has changed considerably over the years. Seminal works include Chomsky 1965, 1973, 1977, 1981, and 1995. -
A Crosslinguistic Verb-Sensitive Approach to Dative Verbs
LING 7800-009 CU Boulder Levin & Rappaport Hovav Summer 2011 Conceptual Categories and Linguistic Categories VI: A Crosslinguistic Verb-sensitive Approach to Dative Verbs 1 Revisiting possession • Lecture I briefly explored possession as a grammatically relevant component of meaning, • However, the approaches to event conceptualization examined so far have had little to say about this notion, with the exception of the localist approach: it takes possession to be a type of location. However, as we show here, the relation between the two notions with respect to argument realization is more complex than the localist approach suggests. • Key points about the nature of possession from Lecture I: — Possession is a relation between a possessor and a possessum—an entity over which the possessor exerts some form of control (e.g., Tham 2004). — The grammatically relevant notion of possession is quite broad (e.g., Heine 1997, Tham 2004): it encompasses instances of both alienable and inalienable possession, both abstract and concrete possessums, including types of information, but is insensitive to certain real life types of possession, such as legal possession. • The dative alternation was used to diagnose the presence of lexicalized possession: (1) a. Kim gave a ticket to tonight’s concert to Jill. (to variant) b. Kim gave Jill a ticket to tonight’s concert. (Double object variant) — give, a verb which lexicalizes nothing more than the causation of possession (e.g., Goldberg 1995, Jackendoff 1990, Pinker 1989), is perhaps THE canonical dative alternation verb. — The double object construction, which is specifically associated with the dative alternation, has an entailment which involves the (noncausative) verbs of possession have or get: (1b) entails (2). -
Chaining and the Growth of Linguistic Categories
Chaining and the growth of linguistic categories Amir Ahmad Habibia, Charles Kempb, Yang Xuc,∗ aDepartment of Computing Science, University of Alberta bSchool of Psychological Sciences, University of Melbourne cDepartment of Computer Science, Cognitive Science Program, University of Toronto Abstract We explore how linguistic categories extend over time as novel items are assigned to existing categories. As a case study we consider how Chinese numeral classifiers were extended to emerging nouns over the past half century. Numeral classifiers are common in East and Southeast Asian languages, and are prominent in the cognitive linguistics literature as examples of radial categories. Each member of a radial category is linked to a central prototype, and this view of categorization therefore contrasts with exemplar-based accounts that deny the existence of category prototypes. We explore these competing views by evaluating computational models of category growth that draw on existing psychological models of categorization. We find that an exemplar-based approach closely related to the Generalized Context Model provides the best account of our data. Our work suggests that numeral classifiers and other categories previously described as radial categories may be better understood as exemplar-based categories, and thereby strengthens the connection between cognitive linguistics and psychological models of categorization. Keywords: Category growth; Semantic chaining; Radical categories; Categorization; Exemplar theory; Numeral classifiers ∗Corresponding author Email address: [email protected] (Yang Xu) Preprint submitted to Cognition May 7, 2020 1. Introduction Language users routinely face the challenge of categorizing novel items. Over the past few decades, items such as emojis, blogs and drones have entered our lives and we have found ways to talk about them.