Efficient Parsing for Natural Language: A Fast Algorithm for Practical Systems
Parsing Efficiency is crucial when building practical natural language systems. 'Ibis is especially the case for interactive systems such as natural language database access, interfaces to expert systems and interactive machine translation. Despite its importance, parsing efficiency has receive...
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1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Boston, MA
Springer US
1986
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Schriftenreihe: | The Springer International Series in Engineering and Computer Science, Natural Language Processing and Machine Translation
8 |
Schlagworte: | |
Online-Zugang: | BTU01 Volltext |
Zusammenfassung: | Parsing Efficiency is crucial when building practical natural language systems. 'Ibis is especially the case for interactive systems such as natural language database access, interfaces to expert systems and interactive machine translation. Despite its importance, parsing efficiency has received little attention in the area of natural language processing. In the areas of compiler design and theoretical computer science, on the other hand, parsing algorithms 3 have been evaluated primarily in terms of the theoretical worst case analysis (e.g. lXn», and very few practical comparisons have been made. This book introduces a context-free parsing algorithm that parses natural language more efficiently than any other existing parsing algorithms in practice. Its feasibility for use in practical systems is being proven in its application to Japanese language interface at Carnegie Group Inc., and to the continuous speech recognition project at Carnegie-Mellon University. This work was done while I was pursuing a Ph.D degree at Carnegie-Mellon University. My advisers, Herb Simon and Jaime Carbonell, deserve many thanks for their unfailing support, advice and encouragement during my graduate studies. I would like to thank Phil Hayes and Ralph Grishman for their helpful comments and criticism that in many ways improved the quality of this book. I wish also to thank Steven Brooks for insightful comments on theoretical aspects of the book (chapter 4, appendices A, B and C), and Rich Thomason for improving the linguistic part of tile book (the very beginning of section 1.1) |
Beschreibung: | 1 Online-Ressource (XIX, 201 p) |
ISBN: | 9781475718850 |
DOI: | 10.1007/978-1-4757-1885-0 |
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Datensatz im Suchindex
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any_adam_object | |
author | Tomita, Masaru |
author_facet | Tomita, Masaru |
author_role | aut |
author_sort | Tomita, Masaru |
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discipline | Informatik |
doi_str_mv | 10.1007/978-1-4757-1885-0 |
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id | DE-604.BV045187077 |
illustrated | Not Illustrated |
indexdate | 2024-07-10T08:10:58Z |
institution | BVB |
isbn | 9781475718850 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030576255 |
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owner | DE-634 |
owner_facet | DE-634 |
physical | 1 Online-Ressource (XIX, 201 p) |
psigel | ZDB-2-ENG ZDB-2-ENG_Archiv ZDB-2-ENG ZDB-2-ENG_Archiv |
publishDate | 1986 |
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publisher | Springer US |
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series2 | The Springer International Series in Engineering and Computer Science, Natural Language Processing and Machine Translation |
spelling | Tomita, Masaru Verfasser aut Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems by Masaru Tomita Boston, MA Springer US 1986 1 Online-Ressource (XIX, 201 p) txt rdacontent c rdamedia cr rdacarrier The Springer International Series in Engineering and Computer Science, Natural Language Processing and Machine Translation 8 Parsing Efficiency is crucial when building practical natural language systems. 'Ibis is especially the case for interactive systems such as natural language database access, interfaces to expert systems and interactive machine translation. Despite its importance, parsing efficiency has received little attention in the area of natural language processing. In the areas of compiler design and theoretical computer science, on the other hand, parsing algorithms 3 have been evaluated primarily in terms of the theoretical worst case analysis (e.g. lXn», and very few practical comparisons have been made. This book introduces a context-free parsing algorithm that parses natural language more efficiently than any other existing parsing algorithms in practice. Its feasibility for use in practical systems is being proven in its application to Japanese language interface at Carnegie Group Inc., and to the continuous speech recognition project at Carnegie-Mellon University. This work was done while I was pursuing a Ph.D degree at Carnegie-Mellon University. My advisers, Herb Simon and Jaime Carbonell, deserve many thanks for their unfailing support, advice and encouragement during my graduate studies. I would like to thank Phil Hayes and Ralph Grishman for their helpful comments and criticism that in many ways improved the quality of this book. I wish also to thank Steven Brooks for insightful comments on theoretical aspects of the book (chapter 4, appendices A, B and C), and Rich Thomason for improving the linguistic part of tile book (the very beginning of section 1.1) Computer Science Artificial Intelligence (incl. Robotics) Computational Linguistics Computer science Artificial intelligence Computational linguistics Sprachverarbeitung Psycholinguistik (DE-588)4300621-8 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Parser (DE-588)4125056-4 gnd rswk-swf Automatische Spracherkennung (DE-588)4003961-4 gnd rswk-swf Automatische Spracherkennung (DE-588)4003961-4 s Parser (DE-588)4125056-4 s 1\p DE-604 Optimierung (DE-588)4043664-0 s 2\p DE-604 Sprachverarbeitung Psycholinguistik (DE-588)4300621-8 s 3\p DE-604 Erscheint auch als Druck-Ausgabe 9781441951984 https://doi.org/10.1007/978-1-4757-1885-0 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Tomita, Masaru Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems Computer Science Artificial Intelligence (incl. Robotics) Computational Linguistics Computer science Artificial intelligence Computational linguistics Sprachverarbeitung Psycholinguistik (DE-588)4300621-8 gnd Optimierung (DE-588)4043664-0 gnd Parser (DE-588)4125056-4 gnd Automatische Spracherkennung (DE-588)4003961-4 gnd |
subject_GND | (DE-588)4300621-8 (DE-588)4043664-0 (DE-588)4125056-4 (DE-588)4003961-4 |
title | Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems |
title_auth | Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems |
title_exact_search | Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems |
title_full | Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems by Masaru Tomita |
title_fullStr | Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems by Masaru Tomita |
title_full_unstemmed | Efficient Parsing for Natural Language A Fast Algorithm for Practical Systems by Masaru Tomita |
title_short | Efficient Parsing for Natural Language |
title_sort | efficient parsing for natural language a fast algorithm for practical systems |
title_sub | A Fast Algorithm for Practical Systems |
topic | Computer Science Artificial Intelligence (incl. Robotics) Computational Linguistics Computer science Artificial intelligence Computational linguistics Sprachverarbeitung Psycholinguistik (DE-588)4300621-8 gnd Optimierung (DE-588)4043664-0 gnd Parser (DE-588)4125056-4 gnd Automatische Spracherkennung (DE-588)4003961-4 gnd |
topic_facet | Computer Science Artificial Intelligence (incl. Robotics) Computational Linguistics Computer science Artificial intelligence Computational linguistics Sprachverarbeitung Psycholinguistik Optimierung Parser Automatische Spracherkennung |
url | https://doi.org/10.1007/978-1-4757-1885-0 |
work_keys_str_mv | AT tomitamasaru efficientparsingfornaturallanguageafastalgorithmforpracticalsystems |