Computational Linguistics
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| Author | : Roland Hausser |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 541 |
| Release | : 2013-03-09 |
| Genre | : Computers |
| ISBN | : 3662039206 |
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.
| Author | : Ruslan Mitkov |
| Publisher | : Oxford University Press |
| Total Pages | : 808 |
| Release | : 2004 |
| Genre | : Computers |
| ISBN | : 019927634X |
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.
| Author | : Alexander Clark |
| Publisher | : John Wiley & Sons |
| Total Pages | : 802 |
| Release | : 2013-04-24 |
| Genre | : Language Arts & Disciplines |
| ISBN | : 1118448677 |
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
| Author | : Adam Przepiórkowski |
| Publisher | : Springer |
| Total Pages | : 296 |
| Release | : 2012-11-06 |
| Genre | : Computers |
| ISBN | : 9783642344008 |
The ever-growing popularity of Google over the recent decade has required a specific method of man-machine communication: human query should be short, whereas the machine answer may take a form of a wide range of documents. This type of communication has triggered a rapid development in the domain of Information Extraction, aimed at providing the asker with a more precise information. The recent success of intelligent personal assistants supporting users in searching or even extracting information and answers from large collections of electronic documents signals the onset of a new era in man-machine communication – we shall soon explain to our small devices what we need to know and expect valuable answers quickly and automatically delivered. The progress of man-machine communication is accompanied by growth in the significance of applied Computational Linguistics – we need machines to understand much more from the language we speak naturally than it is the case of up-to-date search systems. Moreover, we need machine support in crossing language barriers that is necessary more and more often when facing the global character of the Web. This books reports on the latest developments in the field. It contains 15 chapters written by researchers who aim at making linguistic theories work – for the better understanding between the man and the machine.
| Author | : Mohamed Zakaria Kurdi |
| Publisher | : John Wiley & Sons |
| Total Pages | : 301 |
| Release | : 2016-08-17 |
| Genre | : Technology & Engineering |
| ISBN | : 1119145562 |
Natural language processing (NLP) is a scientific discipline which is found at the interface of computer science, artificial intelligence and cognitive psychology. Providing an overview of international work in this interdisciplinary field, this book gives the reader a panoramic view of both early and current research in NLP. Carefully chosen multilingual examples present the state of the art of a mature field which is in a constant state of evolution. In four chapters, this book presents the fundamental concepts of phonetics and phonology and the two most important applications in the field of speech processing: recognition and synthesis. Also presented are the fundamental concepts of corpus linguistics and the basic concepts of morphology and its NLP applications such as stemming and part of speech tagging. The fundamental notions and the most important syntactic theories are presented, as well as the different approaches to syntactic parsing with reference to cognitive models, algorithms and computer applications.
| Author | : Michael Rosner |
| Publisher | : Cambridge University Press |
| Total Pages | : 346 |
| Release | : 1992-10-30 |
| Genre | : Computers |
| ISBN | : 9780521429887 |
This 1992 collection explores the syntax/semantics interface, introducing the disciplines of computational linguistics and formal semantics.
| Author | : Sheng Li |
| Publisher | : Springer Nature |
| Total Pages | : 488 |
| Release | : 2021-08-07 |
| Genre | : Computers |
| ISBN | : 3030841863 |
This book constitutes the proceedings of the 20th China National Conference on Computational Linguistics, CCL 2021, held in Hohhot, China, in August 2021. The 31 full presented in this volume were carefully reviewed and selected from 90 submissions. The conference papers covers the following topics such as Machine Translation and Multilingual Information Processing, Minority Language Information Processing, Social Computing and Sentiment Analysis, Text Generation and Summarization, Information Retrieval, Dialogue and Question Answering, Linguistics and Cognitive Science, Language Resource and Evaluation, Knowledge Graph and Information Extraction, and NLP Applications.
| Author | : Alfio Gliozzo |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 138 |
| Release | : 2009-07-31 |
| Genre | : Language Arts & Disciplines |
| ISBN | : 3540681582 |
Semantic fields are lexically coherent – the words they contain co-occur in texts. In this book the authors introduce and define semantic domains, a computational model for lexical semantics inspired by the theory of semantic fields. Semantic domains allow us to exploit domain features for texts, terms and concepts, and they can significantly boost the performance of natural-language processing systems. Semantic domains can be derived from existing lexical resources or can be acquired from corpora in an unsupervised manner. They also have the property of interlinguality, and they can be used to relate terms in different languages in multilingual application scenarios. The authors give a comprehensive explanation of the computational model, with detailed chapters on semantic domains, domain models, and applications of the technique in text categorization, word sense disambiguation, and cross-language text categorization. This book is suitable for researchers and graduate students in computational linguistics.
| Author | : Ralph Grishman |
| Publisher | : Cambridge University Press |
| Total Pages | : 204 |
| Release | : 1986-11-06 |
| Genre | : Computers |
| ISBN | : 9780521310383 |
A highly respected introduction to the computer analysis of language. Copyright © Libri GmbH. All rights reserved.
| Author | : Grigori Sidorov |
| Publisher | : Springer |
| Total Pages | : 92 |
| Release | : 2019-04-02 |
| Genre | : Computers |
| ISBN | : 3030147711 |
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.
