Analogical Modeling Of Language

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Analogical Modeling of Language

Author : R. Skousen
Publisher : Springer Science & Business Media
ISBN 13 : 0792305175
Total Pages : 229 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Analogical Modeling of Language by : R. Skousen

Download or read book Analogical Modeling of Language written by R. Skousen and published by Springer Science & Business Media. This book was released on 1989-10-31 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Structuralist Versus Analogical Descriptions ONE important purpose of this book is to compare two completely dif ferent approaches to describing language. The first of these approaches, commonly called stnlctllralist, is the traditional method for describing behavior. Its methods are found in many diverse fields - from biological taxonomy to literary criticism. A structuralist description can be broadly characterized as a system of classification. The fundamental question that a structuralist description attempts to answer is how a general contextual space should be partitioned. For each context in the partition, a rule is defined. The rule either specifies the behavior of that context or (as in a taxonomy) assigns a name to that context. Structuralists have implicitly assumed that descriptions of behavior should not only be correct, but should also minimize the number of rules and permit only the simplest possible contextual specifications. It turns out that these intuitive notions can actually be derived from more fundamental statements about the uncertainty of rule systems. Traditionally, linguistic analyses have been based on the idea that a language is a system of rules. Saussure, of course, is well known as an early proponent of linguistic structuralism, as exemplified by his characterization of language as "a self-contained whole and principle of classification" (Saussure 1966:9). Yet linguistic structuralism did not originate with Saussure - nor did it end with "American structuralism".

Analogical Modeling

Author : Royal Skousen
Publisher : John Benjamins Publishing
ISBN 13 : 9789027223623
Total Pages : 440 pages
Book Rating : 4.2/5 (236 download)

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Book Synopsis Analogical Modeling by : Royal Skousen

Download or read book Analogical Modeling written by Royal Skousen and published by John Benjamins Publishing. This book was released on 2002-01-01 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogical Modeling (AM) is an exemplar-based general theory of description that uses both neighbors and non-neighbors (under certain well-defined conditions of homogeneity) to predict language behavior. This book provides a basic introduction to AM, compares the theory with nearest-neighbor approaches, and discusses the most recent advances in the theory, including psycholinguistic evidence, applications to specific languages, the problem of categorization, and how AM relates to alternative approaches of language description (such as instance families, neural nets, connectionism, and optimality theory). The book closes with a thorough examination of the problem of the exponential explosion, an inherent difficulty in AM (and in fact all theories of language description). Quantum computing (based on quantum mechanics with its inherent simultaneity and reversibility) provides a precise and natural solution to the exponential explosion in AM. Finally, an extensive appendix provides three tutorials for running the AM computer program (available online).

Analogical Modeling of Language

Author : R. Skousen
Publisher : Springer Science & Business Media
ISBN 13 : 9400919069
Total Pages : 220 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Analogical Modeling of Language by : R. Skousen

Download or read book Analogical Modeling of Language written by R. Skousen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Structuralist Versus Analogical Descriptions ONE important purpose of this book is to compare two completely dif ferent approaches to describing language. The first of these approaches, commonly called stnlctllralist, is the traditional method for describing behavior. Its methods are found in many diverse fields - from biological taxonomy to literary criticism. A structuralist description can be broadly characterized as a system of classification. The fundamental question that a structuralist description attempts to answer is how a general contextual space should be partitioned. For each context in the partition, a rule is defined. The rule either specifies the behavior of that context or (as in a taxonomy) assigns a name to that context. Structuralists have implicitly assumed that descriptions of behavior should not only be correct, but should also minimize the number of rules and permit only the simplest possible contextual specifications. It turns out that these intuitive notions can actually be derived from more fundamental statements about the uncertainty of rule systems. Traditionally, linguistic analyses have been based on the idea that a language is a system of rules. Saussure, of course, is well known as an early proponent of linguistic structuralism, as exemplified by his characterization of language as "a self-contained whole and principle of classification" (Saussure 1966:9). Yet linguistic structuralism did not originate with Saussure - nor did it end with "American structuralism".

Analogical Modeling

Author : Royal Skousen
Publisher : John Benjamins Publishing
ISBN 13 : 9027296944
Total Pages : 427 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Analogical Modeling by : Royal Skousen

Download or read book Analogical Modeling written by Royal Skousen and published by John Benjamins Publishing. This book was released on 2002-11-29 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogical Modeling (AM) is an exemplar-based general theory of description that uses both neighbors and non-neighbors (under certain well-defined conditions of homogeneity) to predict language behavior. This book provides a basic introduction to AM, compares the theory with nearest-neighbor approaches, and discusses the most recent advances in the theory, including psycholinguistic evidence, applications to specific languages, the problem of categorization, and how AM relates to alternative approaches of language description (such as instance families, neural nets, connectionism, and optimality theory). The book closes with a thorough examination of the problem of the exponential explosion, an inherent difficulty in AM (and in fact all theories of language description). Quantum computing (based on quantum mechanics with its inherent simultaneity and reversibility) provides a precise and natural solution to the exponential explosion in AM. Finally, an extensive appendix provides three tutorials for running the AM computer program (available online).

Analogical classification in formal grammar

Author : Matías Guzmán Naranjo
Publisher : Language Science Press
ISBN 13 : 3961101868
Total Pages : 256 pages
Book Rating : 4.9/5 (611 download)

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Book Synopsis Analogical classification in formal grammar by : Matías Guzmán Naranjo

Download or read book Analogical classification in formal grammar written by Matías Guzmán Naranjo and published by Language Science Press. This book was released on 2019 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: The organization of the lexicon, and especially the relations between groups of lexemes is a strongly debated topic in linguistics. Some authors have insisted on the lack of any structure of the lexicon. In this vein, Di Sciullo & Williams (1987: 3) claim that “[t]he lexicon is like a prison – it contains only the lawless, and the only thing that its inmates have in commonis lawlessness”. In the alternative view, the lexicon is assumed to have a rich structure that captures all regularities and partial regularities that exist between lexical entries.Two very different schools of linguistics have insisted on the organization of the lexicon. On the one hand, for theories like HPSG (Pollard & Sag 1994), but also some versions of construction grammar (Fillmore & Kay 1995), the lexicon is assumed to have a very rich structure which captures common grammatical properties between its members. In this approach, a type hierarchy organizes the lexicon according to common properties between items. For example, Koenig (1999: 4, among others), working from an HPSG perspective, claims that the lexicon “provides a unified model for partial regularties, medium-size generalizations, and truly productive processes”. On the other hand, from the perspective of usage-based linguistics, several authors have drawn attention to the fact that lexemes which share morphological or syntactic properties, tend to be organized in clusters of surface (phonological or semantic) similarity (Bybee & Slobin 1982; Skousen 1989; Eddington 1996). This approach, often called analogical, has developed highly accurate computational and non-computational models that can predict the classes to which lexemes belong. Like the organization of lexemes in type hierarchies, analogical relations between items help speakers to make sense of intricate systems, and reduce apparent complexity (Köpcke & Zubin 1984). Despite this core commonality, and despite the fact that most linguists seem to agree that analogy plays an important role in language, there has been remarkably little work on bringing together these two approaches. Formal grammar traditions have been very successful in capturing grammatical behaviour, but, in the process, have downplayed the role analogy plays in linguistics (Anderson 2015). In this work, I aim to change this state of affairs. First, by providing an explicit formalization of how analogy interacts with grammar, and second, by showing that analogical effects and relations closely mirror the structures in the lexicon. I will show that both formal grammar approaches, and usage-based analogical models, capture mutually compatible relations in the lexicon.

Analogy and Structure

Author : R. Skousen
Publisher : Springer Science & Business Media
ISBN 13 : 9780792319351
Total Pages : 402 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Analogy and Structure by : R. Skousen

Download or read book Analogy and Structure written by R. Skousen and published by Springer Science & Business Media. This book was released on 1992-09-30 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogy and Structure provides the necessary foundation for understanding the nature of analogical and structuralist (or rule-based) approaches to describing behavior. In the first part of this book, the mathematical properties of rule approaches are developed; in the second part, the analogical alternative to rules is developed. This book serves as the mathematical basis for Analogical Modeling of Language (Kluwer, 1989). Features include: A Natural Measure of Uncertainty: The disagreement between randomly chosen occurences avids the difficulties of using entropy as the measure of uncertainty. Optimal Descriptions: The implicit assumption of structuralist descriptions (namely, that descriptions of behavior should be corrected and minimal) can be derived from more fundamental statements about the uncertainty of rule systems. Problems with Rule Approaches: The correct description of nondeterministic behavior leads to an atomistic, analog alternative to structuralist (or rule-based) descriptions. Natural Statistics: Traditional statistical tests are eliminated in favor of statistically equivalent decision rules that involve little or no mathematical calculation. Psycholinguistic Factors: Analogical models, unlike, neural networks, directly account for probabilistic learning as well as reaction times in world-recognition experiments.

The Changing English Language

Author : Marianne Hundt
Publisher : Cambridge University Press
ISBN 13 : 1107086868
Total Pages : 431 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis The Changing English Language by : Marianne Hundt

Download or read book The Changing English Language written by Marianne Hundt and published by Cambridge University Press. This book was released on 2017-07-20 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts from psycholinguistics and English historical linguistics address core factors in language change.

Analogy in Word-formation

Author : Elisa Mattiello
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110549735
Total Pages : 244 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Analogy in Word-formation by : Elisa Mattiello

Download or read book Analogy in Word-formation written by Elisa Mattiello and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-05-22 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book fills a gap in lexical morphology, especially with reference to analogy in English word-formation. Many studies have focused their interest on the role played by analogy within English inflectional morphology. However, the analogical mechanism also deserves investigation on account of its relevance to neology in English. This volume provides in-depth qualitative analyses and stimulating quantitative findings in this realm.

The Power of Analogy

Author : Dieter Wanner
Publisher : Walter de Gruyter
ISBN 13 : 9783110188738
Total Pages : 356 pages
Book Rating : 4.1/5 (887 download)

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Book Synopsis The Power of Analogy by : Dieter Wanner

Download or read book The Power of Analogy written by Dieter Wanner and published by Walter de Gruyter. This book was released on 2006 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study demonstrates how historical linguistics regains a central role for the understanding of language as soon as the artificial distinction between synchrony and diachrony is abandoned. The author systematically explores the potential of the concept of analogy within the new framework of "Soft Syntax," illustrating his analysis with numerous examples from the history of the Romance languages. He shows that the openness of analogy allows historical linguistics to improve on old problems and to ask new questions about language change.

Analogy-making as Perception

Author : Melanie Mitchell
Publisher : Bradford Book
ISBN 13 : 9780262515443
Total Pages : 0 pages
Book Rating : 4.5/5 (154 download)

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Book Synopsis Analogy-making as Perception by : Melanie Mitchell

Download or read book Analogy-making as Perception written by Melanie Mitchell and published by Bradford Book. This book was released on 1993 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The psychologist William James observed that "a native talent for perceiving analogies is... the leading fact in genius of every order." The centrality and the ubiquity of analogy in creative thought have been noted again and again by scientists, artists, and writers, and understanding and modeling analogical thought have emerged as two of the most important challenges for cognitive science.Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual process in which the interaction of perception and concepts gives rise to "conceptual slippages" which allow analogies to be made. It describes Copycat - a computer model of analogymaking, developed by the author with Douglas Hofstadter, that models the complex, subconscious interaction between perception and concepts that underlies the creation of analogies.In Copycat, both concepts and high-level perception are emergent phenomena, arising from large numbers of low-level, parallel, non-deterministic activities. In the spectrum of cognitive modeling approaches, Copycat occupies a unique intermediate position between symbolic systems and connectionist systems a position that is at present the most useful one for understanding the fluidity of concepts and high-level perception.On one level the work described here is about analogy-making, but on another level it is about cognition in general. It explores such issues as the nature of concepts and perception and the emergence of highly flexible concepts from a lower-level "subcognitive" substrate.Melanie Mitchell, Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of Michigan, is a Fellow of the Michigan Society of Fellows. She is also Director of the Adaptive Computation Program at the Santa Fe Institute.

Similarity and Analogical Reasoning

Author : Stella Vosniadou
Publisher : Cambridge University Press
ISBN 13 : 9780521389358
Total Pages : 612 pages
Book Rating : 4.3/5 (893 download)

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Book Synopsis Similarity and Analogical Reasoning by : Stella Vosniadou

Download or read book Similarity and Analogical Reasoning written by Stella Vosniadou and published by Cambridge University Press. This book was released on 1989 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Similarity and analogy are fundamental in human cognition. They are crucial for recognition and classification, and have been associated with scientific discovery and creativity. Any adequate understanding of similarity and analogy requires the integration of theory and data from diverse domains. This interdisciplinary volume explores current development in research and theory from psychological, computational, and educational perspectives, and considers their implications for learning and instruction. The distinguished contributors examine the psychological processes involved in reasoning by similarity and analogy, the computational problems encountered in simulating analogical processing in problem solving, and the conditions promoting the application of analogical reasoning in everyday situations.

Analogy in Word-formation

Author : Elisa Mattiello
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110551411
Total Pages : 257 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Analogy in Word-formation by : Elisa Mattiello

Download or read book Analogy in Word-formation written by Elisa Mattiello and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-05-22 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book fills a gap in lexical morphology, especially with reference to analogy in English word-formation. Many studies have focused their interest on the role played by analogy within English inflectional morphology. However, the analogical mechanism also deserves investigation on account of its relevance to neology in English. This volume provides in-depth qualitative analyses and stimulating quantitative findings in this realm.

Analogy in Grammar

Author : James P. Blevins
Publisher : Oxford University Press on Demand
ISBN 13 : 0199547548
Total Pages : 293 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Analogy in Grammar by : James P. Blevins

Download or read book Analogy in Grammar written by James P. Blevins and published by Oxford University Press on Demand. This book was released on 2009-07-30 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, leading researchers in morphology, syntax, language acquisition, psycholinguistics, and computational linguistics address central questions about the form and acquisition of analogy in grammar. What kinds of patterns do speakers select as the basis for analogical extension? What types of items are particularly susceptible or resistant to analogical pressures? At what levels do analogical processes operate and how do processes interact? What formal mechanisms areappropriate for modelling analogy? The novel synthesis of typological, theoretical, computational, and developmental paradigms in this volume brings us closer to answering these questions than ever before.

Computational Linguistics and Intelligent Text Processing

Author : Alexander Gelbukh
Publisher : Springer
ISBN 13 : 3540305866
Total Pages : 845 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computational Linguistics and Intelligent Text Processing by : Alexander Gelbukh

Download or read book Computational Linguistics and Intelligent Text Processing written by Alexander Gelbukh and published by Springer. This book was released on 2005-01-27 with total page 845 pages. Available in PDF, EPUB and Kindle. Book excerpt: CICLing 2005 (www.CICLing.org) was the 6th Annual Conference on Intelligent Text Processing and Computational Linguistics. It was intended to provide a balanced view of the cutting-edge developments in both the theoretical foundations of computational linguistics and the practice of natural-language text processing with its numerous applications. A feature of CICLing conferences is their wide scope that covers nearly all areas of computational linguistics and all aspects of natural language processing applications. This year we were honored by the presence of our keynote speakers Christian Boitet (CLIPS-IMAG, Grenoble), Kevin Knight (ISI), Daniel Marcu (ISI), and Ellen Riloff (University of Utah), who delivered excellent extended lectures and organized vivid discussions and encouraging tutorials; their invited papers are published in this volume. Of 151 submissions received, 88 were selected for presentation; 53 as full papers and 35 as short papers, by exactly 200 authors from 26 countries: USA (15 papers); Mexico (12); China (9.5); Spain (7.5); South Korea (5.5); Singapore (5); Germany (4.8); Japan (4); UK (3.5); France (3.3); India (3); Italy (3); Czech Republic (2.5); Romania (2.3); Brazil, Canada, Greece, Ireland, Israel, the Netherlands, Norway, Portugal, Sweden, Switzerland (1 each); Hong Kong (0.5); and Russia (0.5) including the invited papers. Internationally co-authored papers are counted in equal fractions.

Memory-Based Language Processing

Author : Walter Daelemans
Publisher : Cambridge University Press
ISBN 13 : 9780521808903
Total Pages : 208 pages
Book Rating : 4.8/5 (89 download)

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Book Synopsis Memory-Based Language Processing by : Walter Daelemans

Download or read book Memory-Based Language Processing written by Walter Daelemans and published by Cambridge University Press. This book was released on 2005-09 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Memory-based language processing--a machine learning and problem solving method for language technology--is based on the idea that the direct re-use of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling. Language is complex, with few generalizations, many sub-regularities and exceptions, and the advantage of memory-based language processing is that it does not abstract away from this valuable low-frequency information.

Spanish Phonology and Morphology

Author : David Eddington
Publisher : John Benjamins Publishing
ISBN 13 : 9789027215628
Total Pages : 224 pages
Book Rating : 4.2/5 (156 download)

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Book Synopsis Spanish Phonology and Morphology by : David Eddington

Download or read book Spanish Phonology and Morphology written by David Eddington and published by John Benjamins Publishing. This book was released on 2004 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike most monographs on Spanish phonology and morphology that approach these topics from a structuralist or generativist framework, this volume is written from a less traditional point of view. More specifically, it emphasizes quantitative evidence from sources such as usage-based studies, psycholinguistic experiments, corpus data, and computer simulations. Arguments are presented to demonstrate that these kinds of evidence are crucial for establishing theories of language that relate to the psychological mechanisms involved in producing and comprehending speech, in contrast to theories about abstract linguistic structure. A range of topics is covered including morphological parsing, nominalization, stress, syllable structure, diphthongization, gender, morphophonemic alternations, and epenthesis. An appendix is included that serves as a primer on quantitative linguistic research. It discusses how some of the cited experiments were carried out, provides an introduction to statistical analysis, and discusses tools that are available for conducting quantitative research on the Spanish language.

The Handbook of Historical Linguistics, Volume II

Author : Richard D. Janda
Publisher : John Wiley & Sons
ISBN 13 : 111873226X
Total Pages : 640 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis The Handbook of Historical Linguistics, Volume II by : Richard D. Janda

Download or read book The Handbook of Historical Linguistics, Volume II written by Richard D. Janda and published by John Wiley & Sons. This book was released on 2020-09-15 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: An entirely new follow-up volume providing a detailed account of numerous additional issues, methods, and results that characterize current work in historical linguistics. This brand-new, second volume of The Handbook of Historical Linguistics is a complement to the well-established first volume first published in 2003. It includes extended content allowing uniquely comprehensive coverage of the study of language(s) over time. Though it adds fresh perspectives on several topics previously treated in the first volume, this Handbook focuses on extensions of diachronic linguistics beyond those key issues. This Handbook provides readers with studies of language change whose perspectives range from comparisons of large open vs. small closed corpora, via creolistics and linguistic contact in general, to obsolescence and endangerment of languages. Written by leading scholars in their respective fields, new chapters are offered on matters such as the origin of language, evidence from language for reconstructing human prehistory, invocations of language present in studies of language past, benefits of linguistic fieldwork for historical investigation, ways in which not only biological evolution but also field biology can serve as heuristics for research into the rise and spread of linguistic innovations, and more. Moreover, it: offers novel and broadened content complementing the earlier volume so as to provide the fullest available overview of a wholly engrossing field includes 23 all-new contributed chapters, treating some familiar themes from fresh perspectives but mostly covering entirely new topics features expanded discussion of material from language families other than Indo-European provides a multiplicity of views from numerous specialists in linguistic diachrony. The Handbook of Historical Linguistics, Volume II is an ideal book for undergraduate and graduate students in linguistics, researchers and professional linguists, as well as all those interested in the history of particular languages and the history of language more generally.