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Author: Mark Steedman Publisher: MIT Press ISBN: 9780262692687 Category : Language Arts & Disciplines Languages : en Pages : 348
Book Description
This book covers topics in formal linguistics, intonational phonology, computational linguistics, and experimental psycholinguistics, presenting them as an integrated theory of the language faculty. In this book Mark Steedman argues that the surface syntax of natural languages maps spoken and written forms directly to a compositional semantic representation that includes predicate-argument structure, quantification, and information structure without constructing any intervening structural representation. His purpose is to construct a principled theory of natural grammar that is directly compatible with both explanatory linguistic accounts of a number of problematic syntactic phenomena and a straightforward computational account of the way sentences are mapped onto representations of meaning. The radical nature of Steedman's proposal stems from his claim that much of the apparent complexity of syntax, prosody, and processing follows from the lexical specification of the grammar and from the involvement of a small number of universal rule-types for combining predicates and arguments. These syntactic operations are related to the combinators of Combinatory Logic, engendering a much freer definition of derivational constituency than is traditionally assumed. This property allows Combinatory Categorial Grammar to capture elegantly the structure and interpretation of coordination and intonation contour in English as well as some well-known interactions between word order, coordination, and relativization across a number of other languages. It also allows more direct compatibility with incremental semantic interpretation during parsing. The book covers topics in formal linguistics, intonational phonology, computational linguistics, and experimental psycholinguistics, presenting them as an integrated theory of the language faculty in a form accessible to readers from any of those fields.
Author: Mark Steedman Publisher: MIT Press ISBN: 9780262692687 Category : Language Arts & Disciplines Languages : en Pages : 348
Book Description
This book covers topics in formal linguistics, intonational phonology, computational linguistics, and experimental psycholinguistics, presenting them as an integrated theory of the language faculty. In this book Mark Steedman argues that the surface syntax of natural languages maps spoken and written forms directly to a compositional semantic representation that includes predicate-argument structure, quantification, and information structure without constructing any intervening structural representation. His purpose is to construct a principled theory of natural grammar that is directly compatible with both explanatory linguistic accounts of a number of problematic syntactic phenomena and a straightforward computational account of the way sentences are mapped onto representations of meaning. The radical nature of Steedman's proposal stems from his claim that much of the apparent complexity of syntax, prosody, and processing follows from the lexical specification of the grammar and from the involvement of a small number of universal rule-types for combining predicates and arguments. These syntactic operations are related to the combinators of Combinatory Logic, engendering a much freer definition of derivational constituency than is traditionally assumed. This property allows Combinatory Categorial Grammar to capture elegantly the structure and interpretation of coordination and intonation contour in English as well as some well-known interactions between word order, coordination, and relativization across a number of other languages. It also allows more direct compatibility with incremental semantic interpretation during parsing. The book covers topics in formal linguistics, intonational phonology, computational linguistics, and experimental psycholinguistics, presenting them as an integrated theory of the language faculty in a form accessible to readers from any of those fields.
Author: Carlos Acuña-Fariña Publisher: Taylor & Francis ISBN: 1000911047 Category : Language Arts & Disciplines Languages : en Pages : 248
Book Description
This book provides an overview of the structures, topics and main theories of syntactic processing. It covers the last 40 years of sentence-level psycholinguistic research and debates and makes it accessible to both theoretical linguists and experimental psychologists. Tying linguistically relevant issues to psycholinguistic theory, this book: Covers the processing of the grammatical phenomena adjunction, agreement and gap filling and discusses the relationship between grammars and parsers Discusses experimental work and theories, demonstrating how psychologists have made real strides in understanding language and how studying the processing of syntactic structure is the same as studying the nature of language Explores the key theories of psycholinguistics, including recent developments Explains the different methodologies of sentence processing, such as eye-tracking and electroencephalography Bridging the gap between psycholinguistic research and the study of language, this book is essential reading for advanced students and scholars of linguistics and experimental psycholinguistics as well as cognitive science and psychology.
Author: Dominique Sportiche Publisher: John Wiley & Sons ISBN: 1118470478 Category : Language Arts & Disciplines Languages : en Pages : 472
Book Description
An Introduction to Syntactic Analysis and Theory offersbeginning students a comprehensive overview of and introduction toour current understanding of the rules and principles that governthe syntax of natural languages. Includes numerous pedagogical features such as‘practice’ boxes and sidebars, designed to facilitateunderstanding of both the ‘hows’ and the‘whys’ of sentence structure Guides readers through syntactic and morphological structuresin a progressive manner Takes the mystery out of one of the most crucial aspects of theworkings of language – the principles and processes behindthe structure of sentences Ideal for students with minimal knowledge of current syntacticresearch, it progresses in theoretical difficulty from basic ideasand theories to more complex and advanced, up to date concepts insyntactic theory
Author: Vicenç Torrens Publisher: Cambridge Scholars Publishing ISBN: 152757296X Category : Language Arts & Disciplines Languages : en Pages : 270
Book Description
This volume deals with research on the processing of a native language, second language learning, bilingualism, typical and impaired syntax processing. The articles presented here cover a number of linguistic phenomena, including passives, temporal concord, object pronouns, reflexives, embedded sentences, relative clauses, wh-movement, and binding theory. They also apply various experimental methods, such as eye tracking, reaction times, event-related potentials, picture selection tasks, sentence elicitation, pupillometry, and picture matching tasks. As such, this book details a number of the most representative methods used in language processing.
Author: Jalaj Thanaki Publisher: Packt Publishing Ltd ISBN: 1787285529 Category : Computers Languages : en Pages : 486
Book Description
Leverage the power of machine learning and deep learning to extract information from text data About This Book Implement Machine Learning and Deep Learning techniques for efficient natural language processing Get started with NLTK and implement NLP in your applications with ease Understand and interpret human languages with the power of text analysis via Python Who This Book Is For This book is intended for Python developers who wish to start with natural language processing and want to make their applications smarter by implementing NLP in them. What You Will Learn Focus on Python programming paradigms, which are used to develop NLP applications Understand corpus analysis and different types of data attribute. Learn NLP using Python libraries such as NLTK, Polyglot, SpaCy, Standford CoreNLP and so on Learn about Features Extraction and Feature selection as part of Features Engineering. Explore the advantages of vectorization in Deep Learning. Get a better understanding of the architecture of a rule-based system. Optimize and fine-tune Supervised and Unsupervised Machine Learning algorithms for NLP problems. Identify Deep Learning techniques for Natural Language Processing and Natural Language Generation problems. In Detail This book starts off by laying the foundation for Natural Language Processing and why Python is one of the best options to build an NLP-based expert system with advantages such as Community support, availability of frameworks and so on. Later it gives you a better understanding of available free forms of corpus and different types of dataset. After this, you will know how to choose a dataset for natural language processing applications and find the right NLP techniques to process sentences in datasets and understand their structure. You will also learn how to tokenize different parts of sentences and ways to analyze them. During the course of the book, you will explore the semantic as well as syntactic analysis of text. You will understand how to solve various ambiguities in processing human language and will come across various scenarios while performing text analysis. You will learn the very basics of getting the environment ready for natural language processing, move on to the initial setup, and then quickly understand sentences and language parts. You will learn the power of Machine Learning and Deep Learning to extract information from text data. By the end of the book, you will have a clear understanding of natural language processing and will have worked on multiple examples that implement NLP in the real world. Style and approach This book teaches the readers various aspects of natural language Processing using NLTK. It takes the reader from the basic to advance level in a smooth way.
Author: Robert D. Levine Publisher: Cambridge University Press ISBN: 1108107508 Category : Language Arts & Disciplines Languages : en Pages : 351
Book Description
In syntactic analysis, as in linguistics generally, the skills required to first identify, and then make sense of, complex patterns in linguistic data involve a certain specific kind of reasoning, where various alternatives are entertained and modified in light of progressively broader empirical coverage. Rather than focus on transmitting the details of complex theoretical superstructures, this textbook takes a practical, analytical approach, starting from a small set of powerful analytic tools, applied first to simple phenomena and then to the passive, complement and raising/control constructions. The analytic tools are then applied to unbounded dependencies, via detailed argumentation. What emerges is that syntactic structure, and intricate networks of dependencies linking different parts of those structures, are straightforward projections of lexical valence, in tandem with very general rules regulating the sharing of feature values. Featuring integrated exercises and problems throughout each chapter, this book equips students with the analytical tools for recognizing and assessing linguistic patterns.
Author: Alexander Gelbukh Publisher: Springer ISBN: 3319740547 Category : Technology & Engineering Languages : en Pages : 165
Book Description
This book describes effective methods for automatically analyzing a sentence, based on the syntactic and semantic characteristics of the elements that form it. To tackle ambiguities, the authors use selectional preferences (SP), which measure how well two words fit together semantically in a sentence. Today, many disciplines require automatic text analysis based on the syntactic and semantic characteristics of language and as such several techniques for parsing sentences have been proposed. Which is better? In this book the authors begin with simple heuristics before moving on to more complex methods that identify nouns and verbs and then aggregate modifiers, and lastly discuss methods that can handle complex subordinate and relative clauses. During this process, several ambiguities arise. SP are commonly determined on the basis of the association between a pair of words. However, in many cases, SP depend on more words. For example, something (such as grass) may be edible, depending on who is eating it (a cow?). Moreover, things such as popcorn are usually eaten at the movies, and not in a restaurant. The authors deal with these phenomena from different points of view.
Author: Dominique Sportiche Publisher: John Wiley & Sons ISBN: 1405100176 Category : Language Arts & Disciplines Languages : en Pages : 483
Book Description
An Introduction to Syntactic Analysis and Theory offers beginning students a comprehensive overview of and introduction to our current understanding of the rules and principles that govern the syntax of natural languages. Includes numerous pedagogical features such as ‘practice’ boxes and sidebars, designed to facilitate understanding of both the ‘hows’ and the ‘whys’ of sentence structure Guides readers through syntactic and morphological structures in a progressive manner Takes the mystery out of one of the most crucial aspects of the workings of language – the principles and processes behind the structure of sentences Ideal for students with minimal knowledge of current syntactic research, it progresses in theoretical difficulty from basic ideas and theories to more complex and advanced, up to date concepts in syntactic theory
Author: Mark Steedman
Author: Mark Steedman
Author: Carlos Acuña-Fariña
Author: Dominique Sportiche
Author: Noam Chomsky
Author: Vicenç Torrens
Author: Jalaj Thanaki
Author: Robert D. Levine
Author: Robert Levine
Author: Alexander Gelbukh
Author: Dominique Sportiche