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Author: Jeffrey Heinz
Publisher: Springer
ISBN: 3662483955
Category : Computers
Languages : en
Pages : 258
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Book Description
This book explains advanced theoretical and application-related issues in grammatical inference, a research area inside the inductive inference paradigm for machine learning. The first three chapters of the book deal with issues regarding theoretical learning frameworks; the next four chapters focus on the main classes of formal languages according to Chomsky's hierarchy, in particular regular and context-free languages; and the final chapter addresses the processing of biosequences. The topics chosen are of foundational interest with relatively mature and established results, algorithms and conclusions. The book will be of value to researchers and graduate students in areas such as theoretical computer science, machine learning, computational linguistics, bioinformatics, and cognitive psychology who are engaged with the study of learning, especially of the structure underlying the concept to be learned. Some knowledge of mathematics and theoretical computer science, including formal language theory, automata theory, formal grammars, and algorithmics, is a prerequisite for reading this book.
Author: Jeffrey Heinz
Publisher: Springer
ISBN: 3662483955
Category : Computers
Languages : en
Pages : 258
Get Book Here
Book Description
This book explains advanced theoretical and application-related issues in grammatical inference, a research area inside the inductive inference paradigm for machine learning. The first three chapters of the book deal with issues regarding theoretical learning frameworks; the next four chapters focus on the main classes of formal languages according to Chomsky's hierarchy, in particular regular and context-free languages; and the final chapter addresses the processing of biosequences. The topics chosen are of foundational interest with relatively mature and established results, algorithms and conclusions. The book will be of value to researchers and graduate students in areas such as theoretical computer science, machine learning, computational linguistics, bioinformatics, and cognitive psychology who are engaged with the study of learning, especially of the structure underlying the concept to be learned. Some knowledge of mathematics and theoretical computer science, including formal language theory, automata theory, formal grammars, and algorithmics, is a prerequisite for reading this book.
Author: Colin de la Higuera
Publisher: Cambridge University Press
ISBN: 1139486683
Category : Computers
Languages : en
Pages : 432
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Book Description
The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This book meets the need for a comprehensive and unified summary of the basic techniques and results, suitable for researchers working in these various areas. In Part I, the objects of use for grammatical inference are studied in detail: strings and their topology, automata and grammars, whether probabilistic or not. Part II carefully explores the main questions in the field: What does learning mean? How can we associate complexity theory with learning? In Part III the author describes a number of techniques and algorithms that allow us to learn from text, from an informant, or through interaction with the environment. These concern automata, grammars, rewriting systems, pattern languages or transducers.
Author: Hari Mohan Pandey
Publisher: Elsevier
ISBN: 012822116X
Category : Science
Languages : en
Pages : 228
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Book Description
State of the Art on Grammatical Inference Using Evolutionary Method presents an approach for grammatical inference (GI) using evolutionary algorithms. Grammatical inference deals with the standard learning procedure to acquire grammars based on evidence about the language. It has been extensively studied due to its high importance in various fields of engineering and science. The book's prime purpose is to enhance the current state-of-the-art of grammatical inference methods and present new evolutionary algorithms-based approaches for context free grammar induction. The book's focus lies in the development of robust genetic algorithms for context free grammar induction. The new algorithms discussed in this book incorporate Boolean-based operators during offspring generation within the execution of the genetic algorithm. Hence, the user has no limitation on utilizing the evolutionary methods for grammatical inference. Discusses and summarizes the latest developments in Grammatical Inference, with a focus on Evolutionary Methods Provides an understanding of premature convergence as well as genetic algorithms Presents a performance analysis of genetic algorithms as well as a complete look into the wide range of applications of Grammatical Inference methods Demonstrates how to develop a robust experimental environment to conduct experiments using evolutionary methods and algorithms
Author: Arlindo L. Oliveira
Publisher: Springer
ISBN: 3540452575
Category : Computers
Languages : en
Pages : 321
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Book Description
This book constitutes the refereed proceedings of the 5th International Colloquium on Grammatical Inference, ICGI 2000, held in Lisbon, Portugal in September 2000. The 24 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers address topics like machine learning, automata, theoretical computer science, computational linguistics, pattern recognition, artificial neural networks, natural language acquisition, computational biology, information retrieval, text processing, and adaptive intelligent agents.
Author: Mira Ariel
Publisher: Cambridge University Press
ISBN: 1139488678
Category : Language Arts & Disciplines
Languages : en
Pages : 349
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Book Description
Although there is no shortage of definitions for pragmatics the received wisdom is that 'pragmatics' simply cannot be coherently defined. In this groundbreaking book Mira Ariel challenges the prominent definitions of pragmatics, as well as the widely-held assumption that specific topics – implicatures, deixis, speech acts, politeness – naturally and uniformly belong on the pragmatics turf. She reconstitutes the field, defining grammar as a set of conventional codes, and pragmatics as a set of inferences, rationally derived. The book applies this division of labor between codes and inferences to many classical pragmatic phenomena, and even to phenomena considered 'beyond pragmatics'. Surprisingly, although some of these turn out pragmatic, others actually turn out grammatical. Additional intriguing questions addressed in the book include: why is it sometimes difficult to distinguish grammar from pragmatics? Why is there no grand design behind grammar nor behind pragmatics? Are all extragrammatical phenomena pragmatic?
Author: Alexander Clark
Publisher: Springer Science & Business Media
ISBN: 3540880089
Category : Computers
Languages : en
Pages : 314
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Book Description
This book constitutes the refereed proceedings of the 9th International Colloquium on Grammatical Inference, ICGI 2008, held in Saint-Malo, France, in September 2008. The 21 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 36 submissions. The topics of the papers presented vary from theoretical results of learning algorithms to innovative applications of grammatical inference, and from learning several interesting classes of formal grammars to applications to natural language processing.
Author: Helle Hvid Hansen
Publisher: Springer Nature
ISBN: 3031397843
Category : Philosophy
Languages : en
Pages : 420
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Book Description
Edited in collaboration with FoLLI, the Association of Logic, Language and Information this book constitutes the refereed proceedings of the of the 29th International Workshop on Logic, Language, Information, and Computation, WoLLIC 2023, held in Halifax, NS, Canada, during July 11–14, 2023. The 24 full papers (21 contributed, 3 invited) included in this book were carefully reviewed and selected from 46 submissions. The book also contains the abstracts for the 7 invited talks and 4 tutorials presented at WoLLIC 2023. The WoLLIC conference series aims at fostering interdisciplinary research in pure and applied logic.
Author: Stuart M. Shieber
Publisher: MIT Press
ISBN: 9780262193245
Category : Computers
Languages : en
Pages : 212
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Book Description
Constraint-Based Grammar Formalisms provides the first rigorous mathematical and computational basis for this important area.
Author: Ira Noveck
Publisher: Cambridge University Press
ISBN: 1107084903
Category : Language Arts & Disciplines
Languages : en
Pages : 281
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Book Description
Explains the phenomena, theoretical debates, experiments and historical development of experimental pragmatics, which investigates how utterances communicate a speaker's intended meaning.
Author: Paul R. Kroeger
Publisher: Language Science Press
ISBN: 3961101361
Category : Context (Linguistics)
Languages : en
Pages : 502
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Book Description
This book provides an introduction to the study of meaning in human language, from a linguistic perspective. It covers a fairly broad range of topics, including lexical semantics, compositional semantics, and pragmatics. The chapters are organized into six units: (1) Foundational concepts; (2) Word meanings; (3) Implicature (including indirect speech acts); (4) Compositional semantics; (5) Modals, conditionals, and causation; (6) Tense & aspect. Most of the chapters include exercises which can be used for class discussion and/or homework assignments, and each chapter contains references for additional reading on the topics covered. As the title indicates, this book is truly an INTRODUCTION: it provides a solid foundation which will prepare students to take more advanced and specialized courses in semantics and/or pragmatics. It is also intended as a reference for fieldworkers doing primary research on under-documented languages, to help them write grammatical descriptions that deal carefully and clearly with semantic issues. The approach adopted here is largely descriptive and non-formal (or, in some places, semi-formal), although some basic logical notation is introduced. The book is written at level which should be appropriate for advanced undergraduate or beginning graduate students. It presupposes some previous coursework in linguistics, but does not presuppose any background in formal logic or set theory.
