Evaluating Natural Language Processing Systems

Publisher : Springer

ISBN-13 : 9783540613091

Page : 229 pages

Rating : 4.5/5 from 091 voters

This comprehensive state-of-the-art book is the first devoted to the important and timely issue of evaluating NLP systems. It addresses the whole area of NLP system evaluation, including aims and scope, problems and methodology. The authors provide a wide-ranging and careful analysis of evaluation concepts, reinforced with extensive illustrations; they relate systems to their environments and develop a framework for proper evaluation. The discussion of principles is completed by a detailed review of practice and strategies in the field, covering both systems for specific tasks, like translation, and core language processors. The methodology lessons drawn from the analysis and review are applied in a series of example cases. A comprehensive bibliography, a subject index, and term glossary are included.

More Books:

Evaluating Natural Language Processing Systems
Language: en
Pages: 229
Authors: Karen Sparck Jones
Categories: Computers
Type: BOOK - Published: 1996-05-15 - Publisher: Springer

This comprehensive state-of-the-art book is the first devoted to the important and timely issue of evaluating NLP systems. It addresses the whole area of NLP sy
Evaluating Natural Language Processing Systems
Language: en
Pages: 228
Authors: ren Sparck Jones
Categories: Computers
Type: BOOK - Published: 1995 - Publisher: Springer Science & Business Media

This book is about the patterns of connections between brain structures. It reviews progress on the analysis of neuroanatomical connection data and presents six
Evaluating Natural Language Processing Systems
Language: en
Pages: 187
Authors: Julia Rose Galliers
Categories: Natural language processing (Computer science)
Type: BOOK - Published: 1993 - Publisher:

Part 3 develops a general approach to NLP evaluation, aimed at methodologically-sound strategies for test and evaluation motivated by comprehensive performance
Charting a New Course: Natural Language Processing and Information Retrieval.
Language: en
Pages: 283
Authors: John I. Tait
Categories: Computers
Type: BOOK - Published: 2006-03-30 - Publisher: Springer Science & Business Media

Karen Spärck Jones is one of the major figures of 20th century and early 21st Century computing and information processing. Her ideas have had an important inf
Foundations of Statistical Natural Language Processing
Language: en
Pages: 720
Authors: Christopher Manning
Categories: Language Arts & Disciplines
Type: BOOK - Published: 1999-05-28 - Publisher: MIT Press

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction
Natural Language Processing and Information Systems
Language: en
Pages: 488
Authors: Elisabeth Métais
Categories: Computers
Type: BOOK - Published: 2016-06-16 - Publisher: Springer

This book constitutes the refereed proceedings of the 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, held
Natural Language Processing for Online Applications
Language: en
Pages: 232
Authors: Peter Jackson
Categories: Computers
Type: BOOK - Published: 2007-06-05 - Publisher: John Benjamins Publishing

This text covers the technologies of document retrieval, information extraction, and text categorization in a way which highlights commonalities in terms of bot
The Handbook of Computational Linguistics and Natural Language Processing
Language: en
Pages: 650
Authors: Alexander Clark
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2013-04-24 - Publisher: John Wiley & Sons

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language proces
Practical Natural Language Processing
Language: en
Pages: 456
Authors: Sowmya Vajjala
Categories: Computers
Type: BOOK - Published: 2020-06-17 - Publisher: "O'Reilly Media, Inc."

Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and sc
Natural Language Processing for Social Media
Language: en
Pages: 195
Authors: Atefeh Farzindar
Categories: Computers
Type: BOOK - Published: 2017-12-15 - Publisher: Morgan & Claypool Publishers

In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been incre