Syntactic n-grams in Computational Linguistics PDF Download
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Author: Grigori Sidorov
Publisher: Springer
ISBN: 3030147711
Category : Computers
Languages : en
Pages : 94
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Book Description
This book is about a new approach in the field of computational linguistics related to the idea of constructing n-grams in non-linear manner, while the traditional approach consists in using the data from the surface structure of texts, i.e., the linear structure. In this book, we propose and systematize the concept of syntactic n-grams, which allows using syntactic information within the automatic text processing methods related to classification or clustering. It is a very interesting example of application of linguistic information in the automatic (computational) methods. Roughly speaking, the suggestion is to follow syntactic trees and construct n-grams based on paths in these trees. There are several types of non-linear n-grams; future work should determine, which types of n-grams are more useful in which natural language processing (NLP) tasks. This book is intended for specialists in the field of computational linguistics. However, we made an effort to explain in a clear manner how to use n-grams; we provide a large number of examples, and therefore we believe that the book is also useful for graduate students who already have some previous background in the field.
Author: Grigori Sidorov
Publisher: Springer
ISBN: 3030147711
Category : Computers
Languages : en
Pages : 94
Get Book Here
Book Description
This book is about a new approach in the field of computational linguistics related to the idea of constructing n-grams in non-linear manner, while the traditional approach consists in using the data from the surface structure of texts, i.e., the linear structure. In this book, we propose and systematize the concept of syntactic n-grams, which allows using syntactic information within the automatic text processing methods related to classification or clustering. It is a very interesting example of application of linguistic information in the automatic (computational) methods. Roughly speaking, the suggestion is to follow syntactic trees and construct n-grams based on paths in these trees. There are several types of non-linear n-grams; future work should determine, which types of n-grams are more useful in which natural language processing (NLP) tasks. This book is intended for specialists in the field of computational linguistics. However, we made an effort to explain in a clear manner how to use n-grams; we provide a large number of examples, and therefore we believe that the book is also useful for graduate students who already have some previous background in the field.
Author: Kim Dovey
Publisher: Routledge
ISBN: 1134117361
Category : Architecture
Languages : en
Pages : 214
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Book Description
This book is about the practices and politics of place and identity formation - the slippery ways in which who we are becomes wrapped up with where we are. Drawing on the social theories of Deleuze and Bourdieu, the book analyzes the sense of place as socio-spatial assemblage and as embodied habitus, through a broad range of case studies from nationalist monuments and new urbanist suburbs to urban laneways and avant garde interiors.
Author: W. Tecumseh Fitch
Publisher:
ISBN: 9780854039593
Category : Cognitive psychology
Languages : en
Pages : 166
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Book Description
Author: Brojo Kishore Mishra
Publisher: CRC Press
ISBN: 1000711315
Category : Science
Languages : en
Pages : 297
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Book Description
This volume focuses on natural language processing, artificial intelligence, and allied areas. Natural language processing enables communication between people and computers and automatic translation to facilitate easy interaction with others around the world. This book discusses theoretical work and advanced applications, approaches, and techniques for computational models of information and how it is presented by language (artificial, human, or natural) in other ways. It looks at intelligent natural language processing and related models of thought, mental states, reasoning, and other cognitive processes. It explores the difficult problems and challenges related to partiality, underspecification, and context-dependency, which are signature features of information in nature and natural languages. Key features: Addresses the functional frameworks and workflow that are trending in NLP and AI Looks at the latest technologies and the major challenges, issues, and advances in NLP and AI Explores an intelligent field monitoring and automated system through AI with NLP and its implications for the real world Discusses data acquisition and presents a real-time case study with illustrations related to data-intensive technologies in AI and NLP.
Author: David Malvern
Publisher: Palgrave Macmillan
ISBN: 9781403902313
Category : Language Arts & Disciplines
Languages : en
Pages : 288
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Book Description
Vocabulary richness, including lexical diversity and use of rare words, has an important role in assessing proficiency, diagnosing progress and testing theory in the study of language development. This book first reviews different methods for quantifying how vocabulary is deployed in spontaneous speech and writing, and then introduces an alternative approach which can assess overall lexical diversity, measure morphology development and compare the development of different word classes. The new approach is illustrated by its application to first and second language learners.
Author: Khurshid Ahmad
Publisher: Springer Science & Business Media
ISBN: 9400717571
Category : Computers
Languages : en
Pages : 158
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Book Description
This volume maps the watershed areas between two 'holy grails' of computer science: the identification and interpretation of affect – including sentiment and mood. The expression of sentiment and mood involves the use of metaphors, especially in emotive situations. Affect computing is rooted in hermeneutics, philosophy, political science and sociology, and is now a key area of research in computer science. The 24/7 news sites and blogs facilitate the expression and shaping of opinion locally and globally. Sentiment analysis, based on text and data mining, is being used in the looking at news and blogs for purposes as diverse as: brand management, film reviews, financial market analysis and prediction, homeland security. There are systems that learn how sentiments are articulated. This work draws on, and informs, research in fields as varied as artificial intelligence, especially reasoning and machine learning, corpus-based information extraction, linguistics, and psychology.
Author: Philip B. Gough
Publisher: Routledge
ISBN: 1351236881
Category : Education
Languages : en
Pages : 385
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Book Description
Originally published in 1992. This book brings together the work of a number of distinguished international researchers engaged in basic research on beginning reading. Individual chapters address various processes and problems in learning to read - including how acquisition gets underway, the contribution of story listening experiences, what is involved in learning to read words, and how readers represent information about written words in memory. In addition, the chapter contributors consider how phonological, onset-rime, and syntactic awareness contribute to reading acquisition, how learning to spell is involved, how reading ability can be explained as a combination of decoding skill plus listening comprehension skill, and what causes reading difficulties and how to study these causes.
Author: Ryan Mitchell
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910259
Category : Computers
Languages : en
Pages : 264
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Book Description
Learn web scraping and crawling techniques to access unlimited data from any web source in any format. With this practical guide, you’ll learn how to use Python scripts and web APIs to gather and process data from thousands—or even millions—of web pages at once. Ideal for programmers, security professionals, and web administrators familiar with Python, this book not only teaches basic web scraping mechanics, but also delves into more advanced topics, such as analyzing raw data or using scrapers for frontend website testing. Code samples are available to help you understand the concepts in practice. Learn how to parse complicated HTML pages Traverse multiple pages and sites Get a general overview of APIs and how they work Learn several methods for storing the data you scrape Download, read, and extract data from documents Use tools and techniques to clean badly formatted data Read and write natural languages Crawl through forms and logins Understand how to scrape JavaScript Learn image processing and text recognition
Author: R.K. Varshney
Publisher: Springer Science & Business Media
ISBN: 1402062958
Category : Technology & Engineering
Languages : en
Pages : 405
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Book Description
This superb volume provides a critical assessment of genomics tools and approaches for crop breeding. Volume 1 presents the status and availability of genomic resources and platforms, and also devises strategies and approaches for effectively exploiting genomics research. Volume 2 goes into detail on a number of case studies of several important crop and plant species that summarize both the achievements and limitations of genomics research for crop improvement.
Author: Ernesto Laclau
Publisher: Verso Books
ISBN: 1781681546
Category : Philosophy
Languages : en
Pages : 225
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Book Description
In this hugely influential book, Laclau and Mouffe examine the workings of hegemony and contemporary social struggles, and their significance for democratic theory. With the emergence of new social and political identities, and the frequent attacks on Left theory for its essentialist underpinnings, Hegemony and Socialist Strategy remains as relevant as ever, positing a much-needed antidote against ‘Third Way’ attempts to overcome the antagonism between Left and Right.
