Foundations Of Computational Linguistics

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Foundations of Computational Linguistics

Author : Roland Hausser
Publisher : Springer Science & Business Media
Page : 585 pages
File Size : 49,7 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9783662043370

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Foundations of Computational Linguistics by Roland Hausser Pdf

As an interdisciplinary field, computational linguistics has its sources in several areas of science, each with its own goals, methods, and historical background. Thereby, it has remained unclear which components fit together and which do not. This suggests three possible approaches to designing a computational linguistics textbook. The first approach proceeds from one's own school of thought, usually determined of study, rather than by a well-informed, delib by chance, such as one's initial place erate choice. The goal is to extend the inherited theoretical framework or method to as many aspects of language analysis as possible. As a consequence, the issue of com pat ibility with other approaches in the field need not be addressed and one's assumptions are questioned at best in connection with 'puzzling problems. ' The second approach takes the viewpoint of an objective observer and aims to survey the field as completely as possible. However, the large number of different schools, methods, and tasks necessitates a subjective selection. Furthermore, the pre sumed neutrality provides no incentive to investigate the compatibility between the elements selected. The third approach aims at solving a comprehensive functional task, with the differ To arrive at the desired solution, suitability ent approaches being ordered relative to it. and compatibility of the different elements adopted must be investigated with regard to the task at hand.

Foundations of Computational Linguistics

Author : Roland Hausser
Publisher : Springer Science & Business Media
Page : 541 pages
File Size : 42,6 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9783662039205

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Foundations of Computational Linguistics by Roland Hausser Pdf

The central task of future-oriented computational linguistics is the development of cognitive machines which humans can freely speak to in their natural language. This will involve the development of a functional theory of language, an objective method of verification, and a wide range of practical applications. Natural communication requires not only verbal processing, but also non-verbal perception and action. Therefore, the content of this book is organized as a theory of language for the construction of talking robots with a focus on the mechanics of natural language communication in both the listener and the speaker.

Foundations of Computational Linguistics

Author : Roland Hausser
Publisher : Unknown
Page : 548 pages
File Size : 48,6 Mb
Release : 2014-01-31
Category : Electronic
ISBN : 364241432X

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Foundations of Computational Linguistics by Roland Hausser Pdf

Foundations of Statistical Natural Language Processing

Author : Christopher Manning,Hinrich Schutze
Publisher : MIT Press
Page : 719 pages
File Size : 40,9 Mb
Release : 1999-05-28
Category : Language Arts & Disciplines
ISBN : 9780262303798

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Foundations of Statistical Natural Language Processing by Christopher Manning,Hinrich Schutze Pdf

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

The Oxford Handbook of Computational Linguistics

Author : Ruslan Mitkov
Publisher : Oxford University Press
Page : 808 pages
File Size : 49,5 Mb
Release : 2004
Category : Computers
ISBN : 9780199276349

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The Oxford Handbook of Computational Linguistics by Ruslan Mitkov Pdf

This handbook of computational linguistics, written for academics, graduate students and researchers, provides a state-of-the-art reference to one of the most active and productive fields in linguistics.

The Handbook of Computational Linguistics and Natural Language Processing

Author : Alexander Clark,Chris Fox,Shalom Lappin
Publisher : John Wiley & Sons
Page : 802 pages
File Size : 51,7 Mb
Release : 2013-04-24
Category : Language Arts & Disciplines
ISBN : 9781118448670

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The Handbook of Computational Linguistics and Natural Language Processing by Alexander Clark,Chris Fox,Shalom Lappin Pdf

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward Includes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has produced Presents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologies Serves as an invaluable state-of-the-art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies

Mathematical Foundations of Speech and Language Processing

Author : Mark Johnson,Sanjeev P. Khudanpur,Mari Ostendorf,Roni Rosenfeld
Publisher : Springer Science & Business Media
Page : 292 pages
File Size : 41,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781441990174

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Mathematical Foundations of Speech and Language Processing by Mark Johnson,Sanjeev P. Khudanpur,Mari Ostendorf,Roni Rosenfeld Pdf

Speech and language technologies continue to grow in importance as they are used to create natural and efficient interfaces between people and machines, and to automatically transcribe, extract, analyze, and route information from high-volume streams of spoken and written information. The workshops on Mathematical Foundations of Speech Processing and Natural Language Modeling were held in the Fall of 2000 at the University of Minnesota's NSF-sponsored Institute for Mathematics and Its Applications, as part of a "Mathematics in Multimedia" year-long program. Each workshop brought together researchers in the respective technologies on the one hand, and mathematicians and statisticians on the other hand, for an intensive week of cross-fertilization. There is a long history of benefit from introducing mathematical techniques and ideas to speech and language technologies. Examples include the source-channel paradigm, hidden Markov models, decision trees, exponential models and formal languages theory. It is likely that new mathematical techniques, or novel applications of existing techniques, will once again prove pivotal for moving the field forward. This volume consists of original contributions presented by participants during the two workshops. Topics include language modeling, prosody, acoustic-phonetic modeling, and statistical methodology.

Foundations of Computation \

Author : Carol Critchlow,David Eck
Publisher : Unknown
Page : 128 pages
File Size : 44,8 Mb
Release : 2011
Category : Computer science
ISBN : OCLC:1148175537

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Foundations of Computation \ by Carol Critchlow,David Eck Pdf

Linguistic Fundamentals for Natural Language Processing II

Author : Emily M. Bender
Publisher : Springer Nature
Page : 250 pages
File Size : 41,5 Mb
Release : 2022-06-01
Category : Computers
ISBN : 9783031021725

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Linguistic Fundamentals for Natural Language Processing II by Emily M. Bender Pdf

Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG). This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.

The Oxford Handbook of Computational Linguistics

Author : Ruslan Mitkov
Publisher : Oxford University Press
Page : 1377 pages
File Size : 44,8 Mb
Release : 2022-06-02
Category : Language Arts & Disciplines
ISBN : 9780191625541

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The Oxford Handbook of Computational Linguistics by Ruslan Mitkov Pdf

Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.

Foundations of Intensional Semantics

Author : Chris Fox,Shalom Lappin
Publisher : John Wiley & Sons
Page : 210 pages
File Size : 55,7 Mb
Release : 2008-04-15
Category : Language Arts & Disciplines
ISBN : 9780470775295

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Foundations of Intensional Semantics by Chris Fox,Shalom Lappin Pdf

This book provides a systematic study of three foundational issues in the semantics of natural language that have been relatively neglected in the past few decades. focuses on the formal characterization of intensions, the nature of an adequate type system for natural language semantics, and the formal power of the semantic representation language proposes a theory that offers a promising framework for developing a computational semantic system sufficiently expressive to capture the properties of natural language meaning while remaining computationally tractable written by two leading researchers and of interest to students and researchers in formal semantics, computational linguistics, logic, artificial intelligence, and the philosophy of language

Natural Language in Business Process Models

Author : Henrik Leopold
Publisher : Springer
Page : 181 pages
File Size : 44,9 Mb
Release : 2013-12-12
Category : Business & Economics
ISBN : 9783319041759

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Natural Language in Business Process Models by Henrik Leopold Pdf

Natural language is one of the most important means of human communication. It enables us to express our will, to exchange thoughts and to document our knowledge in written sources. Owing to its substantial role in many facets of human life, technology for automatically analyzing and processing natural language has recently become increasingly important. In fact, natural language processing tools have paved the way for entirely new business opportunities. The goal of this book is to facilitate the automatic analysis of natural language in process models and to employ this analysis for assisting process model stakeholders. Therefore, a technique is defined that automatically recognizes and annotates process model element labels. In addition, this technique is leveraged to support organizations in effectively utilizing their process models in various ways. The book is organized into seven chapters. It starts with an overview of business process management and linguistics and continues with conceptual contributions on parsing and annotating process model elements, with the detection and correction of process model guideline violations, with the generation of natural language from process models and finally ends with the derivation of service candidates from process models.

Linguistic Form and Its Computation

Author : Christian Rohrer,Antje Rossdeutscher,Hans Kamp
Publisher : Stanford Univ Center for the Study
Page : 452 pages
File Size : 41,5 Mb
Release : 2001-01
Category : Language Arts & Disciplines
ISBN : 1575863596

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Linguistic Form and Its Computation by Christian Rohrer,Antje Rossdeutscher,Hans Kamp Pdf

This volume presents results of the Collaborative Research Center "Linguistic Foundations for Computational Linguistics" at the Universities of Stuttgart and Tubingen, whose goal has been to foster interaction between theoretical and computational linguistics. The papers here address topics including syntax, syntax-semantics interface, syntax-pragmatics interface, discourse, methods for lexicon induction, and the challenges of ambiguity.

Foundations of Statistical Natural Language Processing

Author : Christopher Manning,Hinrich Schutze
Publisher : MIT Press
Page : 722 pages
File Size : 55,7 Mb
Release : 1999-05-28
Category : Language Arts & Disciplines
ISBN : 0262133601

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Foundations of Statistical Natural Language Processing by Christopher Manning,Hinrich Schutze Pdf

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

Foundations of Language

Author : Ray Jackendoff
Publisher : OUP Oxford
Page : 498 pages
File Size : 48,6 Mb
Release : 2002-01-24
Category : Language Arts & Disciplines
ISBN : 9780191574016

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Foundations of Language by Ray Jackendoff Pdf

How does human language work? How do we put ideas into words that others can understand? Can linguistics shed light on the way the brain operates? Foundations of Language puts linguistics back at the centre of the search to understand human consciousness. Ray Jackendoff begins by surveying the developments in linguistics over the years since Noam Chomsky's Aspects of the Theory of Syntax. He goes on to propose a radical re-conception of how the brain processes language. This opens up vivid new perspectives on every major aspect of language and communication, including grammar, vocabulary, learning, the origins of human language, and how language relates to the real world. Foundations of Language makes important connections with other disciplines which have been isolated from linguistics for many years. It sets a new agenda for close cooperation between the study of language, mind, the brain, behaviour, and evolution.