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Author: Charles Grant Brown
Publisher: North Holland
ISBN:
Category : Computers
Languages : en
Pages : 328
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Book Description
Addressed in this third workshop on natural language understanding and logic programming are a wide variety of issues and some interesting challenges for future work. For temporal expressions, the intriguing question is examined - Can we in fact provide the translation from the HOL system logic to NL and vice versa. Can we now develop NL systems that take advantage of this logic, and particularly, can we extend the system to deal with duration? Also, a strong formal linguistic base for natural language understanding programs is presented, as well as other topics including temporal persistence, natural semantics and logic, and alternative parses.
Author: Charles Grant Brown
Publisher: North Holland
ISBN:
Category : Computers
Languages : en
Pages : 328
Get Book Here
Book Description
Addressed in this third workshop on natural language understanding and logic programming are a wide variety of issues and some interesting challenges for future work. For temporal expressions, the intriguing question is examined - Can we in fact provide the translation from the HOL system logic to NL and vice versa. Can we now develop NL systems that take advantage of this logic, and particularly, can we extend the system to deal with duration? Also, a strong formal linguistic base for natural language understanding programs is presented, as well as other topics including temporal persistence, natural semantics and logic, and alternative parses.
Author: Veronica Dahl
Publisher: North Holland
ISBN:
Category : Computers
Languages : en
Pages : 364
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Book Description
Natural language semantics and pragmatics are now two major fields in linguistics, philosophy, artificial intelligence and computational linguistics. With the development of large and efficient Prolog interpreters and compilers and with the expansion of the theoretical aspects of logic programming, the study of natural language semantics and related pragmatic aspects is now becoming a very attractive topic. The proceedings of this workshop reflect these trends. The papers cover almost all the current research fields in natural language, including: morphology, syntax, parser design, generation, feature checking and specification, semantic representations and construction of cooperative responses. Articles on syntax deal with constraints to parsing and generation, rule pruning and comparison of logic-based language systems. The material on the compilers involves functional logic grammars and unification-based grammars. The work on semantics investigates logico-semantic induction, data semantics, comparatives, conceptual graphs, discourse representation, and graphs. Papers on pragmatics discuss disambiguation, cooperation with the user through integrity constraints, and question interpretation through epistemic reasoning. Panel discussions are centered around future directions of research as well as comparisons between different points of view about actual research projects.
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: Fernando C. N. Pereira
Publisher: Microtome Publishing
ISBN: 0971977704
Category : Computers
Languages : en
Pages : 262
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Book Description
Author: Jacob Eisenstein
Publisher: MIT Press
ISBN: 0262354578
Category : Computers
Languages : en
Pages : 536
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Book Description
A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.
Author: Yue Zhang
Publisher: Cambridge University Press
ISBN: 1108420214
Category : Computers
Languages : en
Pages : 487
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Book Description
This undergraduate textbook introduces essential machine learning concepts in NLP in a unified and gentle mathematical framework.
Author: Steven Bird
Publisher: "O'Reilly Media, Inc."
ISBN: 0596555717
Category : Computers
Languages : en
Pages : 506
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Book Description
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.
Author: James Cussens
Publisher:
ISBN: 9783662170731
Category :
Languages : en
Pages : 316
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Book Description
Author:
Publisher:
ISBN: 9781952363184
Category :
Languages : en
Pages : 74
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Book Description
Natural Language Processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret, and emulate written or spoken human language. NLP draws from many disciplines including human-generated linguistic rules, machine learning, and deep learning to fill the gap between human communication and machine understanding. The papers included in this special collection demonstrate how NLP can be used to scale the human act of reading, organizing, and quantifying text data.
Author: Bart Demoen
Publisher: Springer Science & Business Media
ISBN: 3540226710
Category : Computers
Languages : en
Pages : 492
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Book Description
This book constitutes the refereed proceedings of the 20th International Conference on Logic Programming, ICLP 2004, held in Saint-Malo, France in September 2004. The 28 revised full papers and 16 poster papers presented together with 2 invited papers were carefully reviewed and selected from 70 submissions. The papers are organized in topical sections on program analysis, constraints, alternative programming paradigms, answer set programming, and implementation.
