Download or read book Cross Categorial Classification written by Serge Sagna and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-03-07 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Languages in which non-finite verbs (infinitives, gerunds etc.) are classified using the same linguistic means as nouns are rare. This typologically unusual phenomenon is found in some Atlantic (Niger-Congo) languages, including Jóola languages like Eegimaa, Fogny and Kwatay, where several different noun class/gender prefixes (NCPs) are used to classify both nouns and verbs. In this book, it is argued following Sagna (2008), that these parallel morphosyntactic classifications in the nominal domain and verbal domains also reflect parallel semantic categorisation of entities and events. The main topics investigated in this book are word class flexibility between nouns and verbs, non-finiteness, noun class/gender (where morphological classes are analysed separately from agreement classes) and the semantic principles underlying the categorisation of entities and events. One of the central findings proposed in this book is that instances of NCP alternations on non-finite verbs reflect strategies of event delimitation. This book will be of interest to scholars investigating parts-of-speech systems, finiteness, systems of nominal and verbal classification, and linguistic categorization.

Download or read book The Analysis of Cross Classified Categorical Data written by Stephen E. Fienberg and published by Springer Science & Business Media. This book was released on 2007-08-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: A variety of biological and social science data come in the form of cross-classified tables of counts, commonly referred to as contingency tables. Until recent years the statistical and computational techniques available for the analysis of cross-classified data were quite limited. This book presents some of the recent work on the statistical analysis of cross-classified data using longlinear models, especially in the multidimensional situation.

Download or read book The Analysis of Cross classified Categorial Data written by Stephen E. Fienberg and published by . This book was released on 1977 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Analysis of Cross classifications written by Henry T. Reynolds and published by . This book was released on 1977 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book An Introduction to Categorical Data Analysis written by Alan Agresti and published by John Wiley & Sons. This book was released on 2018-10-11 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A valuable new edition of a standard reference The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data. Adding to the value in the new edition is: • Illustrations of the use of R software to perform all the analyses in the book • A new chapter on alternative methods for categorical data, including smoothing and regularization methods (such as the lasso), classification methods such as linear discriminant analysis and classification trees, and cluster analysis • New sections in many chapters introducing the Bayesian approach for the methods of that chapter • More than 70 analyses of data sets to illustrate application of the methods, and about 200 exercises, many containing other data sets • An appendix showing how to use SAS, Stata, and SPSS, and an appendix with short solutions to most odd-numbered exercises Written in an applied, nontechnical style, this book illustrates the methods using a wide variety of real data, including medical clinical trials, environmental questions, drug use by teenagers, horseshoe crab mating, basketball shooting, correlates of happiness, and much more. An Introduction to Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and biostatisticians as well as methodologists in the social and behavioral sciences, medicine and public health, marketing, education, and the biological and agricultural sciences.

Download or read book Cognition Based Studies on Chinese Grammar written by Yulin Yuan and published by Taylor & Francis. This book was released on 2016-12-08 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing the English translations of 8 selected research articles originally written in Chinese by Professor Yuan Yulin, Cognition-based Studies on Chinese Grammar is an essential reading for researchers in Chinese syntax. Yuan Yulin is one of the very first Chinese scholars who introduced cognitive sciences into the study of Chinese language some twenty years ago, and his work is well-known and highly regarded in China for its originality and theoretical contribution. The collection covers the core of his engagement with Chinese language studies, ranging from lexical exploration to grammatical discussion. Cognition-based Studies on Chinese Grammar is designed for students or researchers who specialize in the Chinese language, contemporary Chinese grammar and cognitive linguistics. It can also serve as a reference book for instructors or teachers engaged in Chinese language pedagogy or in teaching Chinese as a second or foreign language.

Download or read book Flexibility in the Parts of Speech System of Classical Chinese written by Linlin Sun and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-02-10 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Languages across the world differ from each other in a number of respects, and one such difference is in terms of how their lexicons are categorized. Compared to most European languages with distinct, functionally dedicated word classes in the traditional sense, quite a few languages are observed to possess lexical items that can fulfill the functions typically associated with more than one traditional word class such as ‘noun’ and ‘verb’. According to Rijkhoff and van Lier (2013), these lexemes exhibit what is called ‘flexibility’. Classical Chinese is observed to feature word-class flexibility, in the sense that there are lexemes that can be used to serve the functions of two or more traditional word classes, without the functional change being marked by any derivational means. For instance, a lexical item like xìn can either function as a verb meaning ‘to be trustworthy [intr.]’ or ‘to believe, to trust [tr.]’ or serve as a noun meaning ‘trust, oath of alliance’. Similarly, a human-denoting lexeme such as yŏu FRIEND cannot only mean ‘a friend’ but also ‘to be a friend, to behave friendly [intr.]’, ‘to make friends with [tr.]’ or ‘to consider as a friend [tr.]’; an instrument word like biān WHIP cannot only mean ‘a whip’ but also ‘to whip’. This situation is often thought to be related to the fact that Classical Chinese does not have any kind of productive morphology in the traditional sense (e.g. Zádrapa 2011). This is reflected in the lack of markedness distinctions across Croft’s (2000, 2001) conceptual space for parts of speech. This study ascribes flexibility of parts of speech in Classical Chinese to precategoriality, in line with Bisang (2008 a, b). Precategoriality can roughly be defined as the absence of the noun-verb distinction in the lexicon; instead, the linking of individual words to the syntactic position of N or V as well as their text frequency in these positions are subject to pragmatics. Precategorial lexical items are those that are not preclassified into parts of speech in the lexicon; rather, their word-class specification is ultimately determined at the syntactic level, according to their position/function in a given word-class indicating construction. From a diachronic viewpoint, this study assumes that precategoriality and categoriality of individual lexical items are not static, but that they are potentialities and tendencies that may change over time. Specifically, (full) precategoriality and (full) categoriality are assumed to constitute a continuum in the lexicon of Chinese throughout its history. In any given historical period, lexical items of the language are distributed between the two extremes on the continuum, according to the intensity of the association between their lexical meaning and the syntactic position/function of e.g. N or V. Generally, along the continuum at a given historical stage, lexemes with a strong association between meaning and function (i.e. lexemes that are normally associated only with one word-class specification for a particular syntactic role) tend to be located close to the extreme of (full) categoriality. In contrast, lexemes that are not necessarily related to one specific association between meaning and function, but can potentially occur in a variety of such associations, are assumed to be placed closer to (full) precategoriality instead. Roughly speaking, the group of lexemes that is located towards (full) precategoriality are flexible lexemes, though with varying degrees of flexibility, whose semantics licenses a syntactic variety and can thus be linked to more than one word-class specification through syntactic specification, a syntactically specified process of category assignment. Based on these considerations, this study aims to present the results of a corpus-based investigation into flexibility of parts of speech in Classical Chinese. The research focuses on two types of syntactic specifications of flexible lexemes, namely, those using action-denoting lexemes in nominal function (the V→N type), and those using object-denoting lexemes in verbal function (the N→V type). The two types of syntactic specifications are investigated for this study in the five Classical Chinese texts (Zuozhuan, Mengzi, Guoyu, Mozi, and Zhanguoce). Based on empirical facts, flexibility of parts of speech in Classical Chinese is addressed at three descriptive levels in this study: First, at the level of syntax, the discussion focuses on the most important syntactic configurations for the use of flexible lexemes and their relations to the basic word order of this language, with flexibility being observed in two positions of an argument structure construction: the V-position and the syntactic position of an argument. The findings of this study demonstrate that as far as the argument structure constructions formed with flexible lexemes are concerned, VO word order is much more frequent than OV. This strong preference for VO is, in connection with lexical flexibility, explained as follows: With the loss of derivational morphology in early stages of Old Chinese (e.g. Sagart 1999), word order became the most important indicator of word class and strongly supported the omission of strict verb-noun distinctions (co-existence of precategoriality and categoriality) in the lexicon of this language. Second, at the level of cognitive semantics (e.g. Lakoff 1987; Kövecses and Radden 1998; Schönefeld 2005), the discussion concentrates on the metonymic relationships that constitute the cognitive-semantic foundation of the use of flexible lexemes in Classical Chinese. In a metonymic mapping of either the V→N or the N→V type, the original semantics of a lexical item (which may typically be associated with a certain syntactic role of N or V) is used as a reference point to provide mental access to the newly derived meaning of the item in another syntactic function. Given the typologically salient characteristics of Classical Chinese discussed in this book, the argument is that the flexible use of an existing word form as a metonymically related but syntactically distinct item is one of the most economic ways in this language to name a new concept or a newly construed situation in discourse. Third, at the level of argument structure constructions (Bisang 2008a, b), the discussion focuses on how the different metonymic relationships mentioned interact with a given argument structure construction (which carries its own meaning within itself), and how these are further concretized into rule-based or metaphorically motivated pragmatic implicatures. A closer examination of an argument structure construction with an object word in the V-position reveals that there are two underlying frameworks for deriving the concrete meaning of the construction. In the rule-based framework, the verbal function of a given object word can basically be derived through grammatical analysis of the whole construction. In the metaphorical framework, the composed semantics of the construction actively interacts with the outside world in our conceptual system, where metaphor (Lakoff 1987, 1993; Kövecses 2010) serves as an essential cognitive principle in establishing and (re-)interpreting relations in the construction. The two mechanisms, rule-based and metaphorical, complement each other and work together to account for flexibility in Classical Chinese. This study argues that flexibility of parts of speech in Classical Chinese can only be fully understood by integrating a wide range of aspects, both linguistic and non-linguistic. The components that are needed to account for it include constructions (form-meaning pairings), semantics (Croft’s conceptual space), pragmatic implicatures, metonymies, metaphors, as well as world knowledge as reflected within a culture. In my view, it is reasonable to argue that these components need not be specific to the language investigated here; they are applicable to any language that shows flexibility in its parts-of-speech system.

Download or read book Semantics Typology Diachrony and Processing written by Klaus Heusinger and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-02-19 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now available in paperback for the first time since its original publication, the material in this book provides a broad, accessible guide to semantic typology, crosslinguistic semantics and diachronic semantics. Coming from a world-leading team of authors, the book also deals with the concept of meaning in psycholinguistics and neurolinguistics, and the understanding of semantics in computer science. It is packed with highly cited, expert guidance on the key topics in the field, making it a bookshelf essential for linguists, cognitive scientists, philosophers, and computer scientists working on natural language.

Download or read book Contexts of Metaphor written by Michiel Leezenberg and published by BRILL. This book was released on 2021-10-01 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study presents an approach to metaphor that takes contextual factors into account. It analyses how metaphors depend on and change the context in which they are uttered, and how metaphorical interpretation involves the articulation of asserted, implied and presupposed materials.

Download or read book Advances in Soft Computing written by Lourdes Martínez-Villaseñor and published by Springer Nature. This book was released on 2020-10-07 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 12468 and 12469 constitutes the proceedings of the 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, held in Mexico City, Mexico, in October 2020. The total of 77 papers presented in these two volumes was carefully reviewed and selected from 186 submissions. The contributions are organized in topical as follows: Part I: machine and deep learning, evolutionary and metaheuristic algorithms, and soft computing. Part II: natural language processing, image processing and pattern recognition, and intelligent applications and robotics.

Download or read book Types and Sorts written by Dirk Heylen and published by . This book was released on 1999 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Machine Learning in Elixir written by Sean Moriarity and published by Pragmatic Bookshelf. This book was released on 2024-08-27 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stable Diffusion, ChatGPT, Whisper - these are just a few examples of incredible applications powered by developments in machine learning. Despite the ubiquity of machine learning applications running in production, there are only a few viable language choices for data science and machine learning tasks. Elixir's Nx project seeks to change that. With Nx, you can leverage the power of machine learning in your applications, using the battle-tested Erlang VM in a pragmatic language like Elixir. In this book, you'll learn how to leverage Elixir and the Nx ecosystem to solve real-world problems in computer vision, natural language processing, and more. The Elixir Nx project aims to make machine learning possible without the need to leave Elixir for solutions in other languages. And even if concepts like linear models and logistic regression are new to you, you'll be using them and much more to solve real-world problems in no time. Start with the basics of the Nx programming paradigm - how it differs from the Elixir programming style you're used to and how it enables you to write machine learning algorithms. Use your understanding of this paradigm to implement foundational machine learning algorithms from scratch. Go deeper and discover the power of deep learning with Axon. Unlock the power of Elixir and learn how to build and deploy machine learning models and pipelines anywhere. Learn how to analyze, visualize, and explain your data and models. Discover how to use machine learning to solve diverse problems from image recognition to content recommendation - all in your favorite programming language. What You Need: You'll need a computer with a working installation of Elixir v1.12 and Erlang/OTP 24. For some of the more compute intensive examples, you'll want to use EXLA, which currently only supports x86-64 platforms. While not explicitly required, some examples will demonstrate programs running on accelerators such as CUDA/ROCm enabled GPUs and Google TPUs. Most of these programs will still run fine on a regular CPU, just for much longer periods of time.

Download or read book Language Typology and Language Universals 2 Teilband written by Martin Haspelmath and published by Walter de Gruyter. This book was released on 2008-07-14 with total page 1013 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a comprehensive and thorough survey of our current insights into the diversity and unity found across the 6000 languages of this planet. The 125 articles include inter alia chapters on the patterns and limits of variation manifested by analogous structures, constructions and linguistic devices across languages (e.g. word order, tense and aspect, inflection, color terms and syllable structure). Other chapters cover the history, methodology and the theory of typology, as well as the relationship between language typology and other disciplines. The authors of the individual sections and chapters are for the most part internationally known experts on the relevant topics. The vast majority of the articles are written in English, some in French or German. The handbook is not only intended for the expert in the fields of typology and language universals, but for all of those interested in linguistics. It is specifically addressed to all those who specialize in individual languages, providing basic orientation for their analysis and placing each language within the space of what is possible and common in the languages of the world.

Download or read book Scalar Verb Classes Scalarity Thematic Roles and Arguments in the Estonian Aspectual Lexicon written by Anne Tamm and published by Firenze University Press. This book was released on 2011 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph discusses scalar verb classes. It tests theories of linguistic form and meaning, arguments and thematic roles, using Estonian data. The analyses help to understand the aspectual structure of Estonian. In Estonian, transitive verbs fall into aspectual classes based on the type of case-marking of objects and adjuncts. The book relates the morphosyntactic frames of verbs to properties typically associated with adjectives and nouns: scalarity and boundedness. Verbs are divided according to how their aspect is composed. Some verbs lexicalize a scale, which can be bounded either lexically or compositionally. Aspectual composition involves the unification of features. Compositionally derived structures differ according to which of the aspectually relevant dimensions are bounded.

Download or read book Statistical Analysis of Longitudinal Categorical Data in the Social and Behavioral Sciences written by Alexander von Eye and published by Psychology Press. This book was released on 2014-04-04 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive resource for analyzing a variety of categorical data, this book emphasizes the application of many recent advances of longitudinal categorical statistical methods. Each chapter provides basic methodology, helpful applications, examples using data from all fields of the social sciences, computer tutorials, and exercises. Written for social scientists and students, no advanced mathematical training is required. Step-by-step command files are given for both the CDAS and the SPSS software programs.

Download or read book Syntactic Theory and the Structure of English written by Andrew Radford and published by Cambridge University Press. This book was released on 1997-07-10 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Andrew Radford's textbook is written for students with little or no background in syntax, and introduces them to key concepts of Chomsky's minimalist programme (e.g. merger and movement, checking, economy and greed, split VPs, agreement projections), as well as providing detailed analysis of the syntax of a range of different construction types (e.g. interrogatives, negatives, passives, unaccusatives, complement clauses). Illustrative material is drawn from varieties of English (Standard English, Belfast English, Shakespearean English, Jamaican Creole and Child English). There is a substantial glossary and an extensive integral workbook section at the end of each chapter with helpful hints and model answers, which aim to get students to analyse phrases and sentences for themselves within a minimalist framework.

Download or read book Foundational Issues in Artificial Intelligence and Cognitive Science written by M.H. Bickhard and published by Elsevier. This book was released on 1996-10-15 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on a conceptual flaw in contemporary artificial intelligence and cognitive science. Many people have discovered diverse manifestations and facets of this flaw, but the central conceptual impasse is at best only partially perceived. Its consequences, nevertheless, visit themselves as distortions and failures of multiple research projects - and make impossible the ultimate aspirations of the fields. The impasse concerns a presupposition concerning the nature of representation - that all representation has the nature of encodings: encodingism. Encodings certainly exist, but encodingism is at root logically incoherent; any programmatic research predicted on it is doomed too distortion and ultimate failure. The impasse and its consequences - and steps away from that impasse - are explored in a large number of projects and approaches. These include SOAR, CYC, PDP, situated cognition, subsumption architecture robotics, and the frame problems - a general survey of the current research in AI and Cognitive Science emerges. Interactivism, an alternative model of representation, is proposed and examined.