Building natural language generation systems:
This book explains how to build Natural Language Generation (NLG) systems - computer software systems which use techniques from artificial intelligence and computational linguistics to automatically generate understandable texts in English or other human languages, either in isolation or as part of...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2000
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| Schriftenreihe: | Studies in natural language processing
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| Schlagworte: | |
| Online-Zugang: | BSB01 UBG01 Volltext |
| Zusammenfassung: | This book explains how to build Natural Language Generation (NLG) systems - computer software systems which use techniques from artificial intelligence and computational linguistics to automatically generate understandable texts in English or other human languages, either in isolation or as part of multimedia documents, Web pages, and speech output systems. Typically starting from some non-linguistic representation of information as input, NLG systems use knowledge about language and the application domain to automatically produce documents, reports, explanations, help messages, and other kinds of texts. The book covers the algorithms and representations needed to perform the core tasks of document planning, microplanning, and surface realization, using a case study to show how these components fit together. It also discusses engineering issues such as system architecture, requirements analysis, and the integration of text generation into multimedia and speech output systems |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xxi, 248 pages) |
| ISBN: | 9780511519857 |
| DOI: | 10.1017/CBO9780511519857 |
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| 505 | 8 | |a 1. Introduction -- 1.1. The Research Perspective -- 1.2. The Applications Perspective -- 1.3. Some Example NLG Systems -- 1.4. A Short History of NLG -- 1.5. The Structure of This Book -- 2. National Language Generation in Practice -- 2.2. When Are NLG Techniques Appropriate? -- 2.3. Using a Corpus to Determine User Requirements -- 2.4. Evaluating NLG Systems -- 2.5. Fielding NLG Systems -- 3. The Architecture of a Natural Language Generation System -- 3.2. The Inputs and Outputs of Natural Language Generation -- 3.3. An Informal Characterisation of the Architecture -- 3.4. The Architecture and Its Representations -- 3.5. Other Architectures -- 4. Document Planning -- 4.2. Representing Information in the Domain -- 4.3. Content Determination -- 4.4. Document Structuring -- 4.5. Document Planner Architecture -- 5. Microplanning -- 5.2. Lexicalisation -- 5.3. Aggregation -- 5.4. Generating Referring Expressions -- 5.5. Limitations and Other Approaches -- 6. Surface Realisation -- 6.2. Realising Text Specifications -- 6.3. Varieties of Phrase Specifications -- 6.4. KPML -- 6.5. SURGE -- 6.6. RealPro -- 6.7. Choosing a Realiser -- 6.8. Bidirectional Grammars -- 7. Beyond Text Generation -- 7.2. Typography -- 7.3. Integrating Text and Graphics -- 7.4. Hypertex -- 7.5. Speech Output -- App. NLG Systems Mentioned in This Book | |
| 520 | |a This book explains how to build Natural Language Generation (NLG) systems - computer software systems which use techniques from artificial intelligence and computational linguistics to automatically generate understandable texts in English or other human languages, either in isolation or as part of multimedia documents, Web pages, and speech output systems. Typically starting from some non-linguistic representation of information as input, NLG systems use knowledge about language and the application domain to automatically produce documents, reports, explanations, help messages, and other kinds of texts. The book covers the algorithms and representations needed to perform the core tasks of document planning, microplanning, and surface realization, using a case study to show how these components fit together. It also discusses engineering issues such as system architecture, requirements analysis, and the integration of text generation into multimedia and speech output systems | ||
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Datensatz im Suchindex
| _version_ | 1804176844367331328 |
|---|---|
| any_adam_object | |
| author | Reiter, Ehud 1960- |
| author_facet | Reiter, Ehud 1960- |
| author_role | aut |
| author_sort | Reiter, Ehud 1960- |
| author_variant | e r er |
| building | Verbundindex |
| bvnumber | BV043921832 |
| classification_rvk | ST 306 |
| collection | ZDB-20-CBO |
| contents | 1. Introduction -- 1.1. The Research Perspective -- 1.2. The Applications Perspective -- 1.3. Some Example NLG Systems -- 1.4. A Short History of NLG -- 1.5. The Structure of This Book -- 2. National Language Generation in Practice -- 2.2. When Are NLG Techniques Appropriate? -- 2.3. Using a Corpus to Determine User Requirements -- 2.4. Evaluating NLG Systems -- 2.5. Fielding NLG Systems -- 3. The Architecture of a Natural Language Generation System -- 3.2. The Inputs and Outputs of Natural Language Generation -- 3.3. An Informal Characterisation of the Architecture -- 3.4. The Architecture and Its Representations -- 3.5. Other Architectures -- 4. Document Planning -- 4.2. Representing Information in the Domain -- 4.3. Content Determination -- 4.4. Document Structuring -- 4.5. Document Planner Architecture -- 5. Microplanning -- 5.2. Lexicalisation -- 5.3. Aggregation -- 5.4. Generating Referring Expressions -- 5.5. Limitations and Other Approaches -- 6. Surface Realisation -- 6.2. Realising Text Specifications -- 6.3. Varieties of Phrase Specifications -- 6.4. KPML -- 6.5. SURGE -- 6.6. RealPro -- 6.7. Choosing a Realiser -- 6.8. Bidirectional Grammars -- 7. Beyond Text Generation -- 7.2. Typography -- 7.3. Integrating Text and Graphics -- 7.4. Hypertex -- 7.5. Speech Output -- App. NLG Systems Mentioned in This Book |
| ctrlnum | (ZDB-20-CBO)CR9780511519857 (OCoLC)967421696 (DE-599)BVBBV043921832 |
| dewey-full | 006.3/5 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/5 |
| dewey-search | 006.3/5 |
| dewey-sort | 16.3 15 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1017/CBO9780511519857 |
| format | Electronic eBook |
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| id | DE-604.BV043921832 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:38:38Z |
| institution | BVB |
| isbn | 9780511519857 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029330914 |
| oclc_num | 967421696 |
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| owner_facet | DE-12 DE-473 DE-BY-UBG |
| physical | 1 online resource (xxi, 248 pages) |
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| publishDate | 2000 |
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| publisher | Cambridge University Press |
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| series2 | Studies in natural language processing |
| spelling | Reiter, Ehud 1960- Verfasser aut Building natural language generation systems Ehud Reiter, Robert Dale Cambridge Cambridge University Press 2000 1 online resource (xxi, 248 pages) txt rdacontent c rdamedia cr rdacarrier Studies in natural language processing Title from publisher's bibliographic system (viewed on 05 Oct 2015) 1. Introduction -- 1.1. The Research Perspective -- 1.2. The Applications Perspective -- 1.3. Some Example NLG Systems -- 1.4. A Short History of NLG -- 1.5. The Structure of This Book -- 2. National Language Generation in Practice -- 2.2. When Are NLG Techniques Appropriate? -- 2.3. Using a Corpus to Determine User Requirements -- 2.4. Evaluating NLG Systems -- 2.5. Fielding NLG Systems -- 3. The Architecture of a Natural Language Generation System -- 3.2. The Inputs and Outputs of Natural Language Generation -- 3.3. An Informal Characterisation of the Architecture -- 3.4. The Architecture and Its Representations -- 3.5. Other Architectures -- 4. Document Planning -- 4.2. Representing Information in the Domain -- 4.3. Content Determination -- 4.4. Document Structuring -- 4.5. Document Planner Architecture -- 5. Microplanning -- 5.2. Lexicalisation -- 5.3. Aggregation -- 5.4. Generating Referring Expressions -- 5.5. Limitations and Other Approaches -- 6. Surface Realisation -- 6.2. Realising Text Specifications -- 6.3. Varieties of Phrase Specifications -- 6.4. KPML -- 6.5. SURGE -- 6.6. RealPro -- 6.7. Choosing a Realiser -- 6.8. Bidirectional Grammars -- 7. Beyond Text Generation -- 7.2. Typography -- 7.3. Integrating Text and Graphics -- 7.4. Hypertex -- 7.5. Speech Output -- App. NLG Systems Mentioned in This Book This book explains how to build Natural Language Generation (NLG) systems - computer software systems which use techniques from artificial intelligence and computational linguistics to automatically generate understandable texts in English or other human languages, either in isolation or as part of multimedia documents, Web pages, and speech output systems. Typically starting from some non-linguistic representation of information as input, NLG systems use knowledge about language and the application domain to automatically produce documents, reports, explanations, help messages, and other kinds of texts. The book covers the algorithms and representations needed to perform the core tasks of document planning, microplanning, and surface realization, using a case study to show how these components fit together. It also discusses engineering issues such as system architecture, requirements analysis, and the integration of text generation into multimedia and speech output systems Natural language processing (Computer science) Automatische Sprachproduktion (DE-588)4143703-2 gnd rswk-swf Automatische Sprachproduktion (DE-588)4143703-2 s 1\p DE-604 Dale, Robert 1959- Sonstige oth Erscheint auch als Druckausgabe 978-0-521-02451-8 Erscheint auch als Druckausgabe 978-0-521-62036-9 https://doi.org/10.1017/CBO9780511519857 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Reiter, Ehud 1960- Building natural language generation systems 1. Introduction -- 1.1. The Research Perspective -- 1.2. The Applications Perspective -- 1.3. Some Example NLG Systems -- 1.4. A Short History of NLG -- 1.5. The Structure of This Book -- 2. National Language Generation in Practice -- 2.2. When Are NLG Techniques Appropriate? -- 2.3. Using a Corpus to Determine User Requirements -- 2.4. Evaluating NLG Systems -- 2.5. Fielding NLG Systems -- 3. The Architecture of a Natural Language Generation System -- 3.2. The Inputs and Outputs of Natural Language Generation -- 3.3. An Informal Characterisation of the Architecture -- 3.4. The Architecture and Its Representations -- 3.5. Other Architectures -- 4. Document Planning -- 4.2. Representing Information in the Domain -- 4.3. Content Determination -- 4.4. Document Structuring -- 4.5. Document Planner Architecture -- 5. Microplanning -- 5.2. Lexicalisation -- 5.3. Aggregation -- 5.4. Generating Referring Expressions -- 5.5. Limitations and Other Approaches -- 6. Surface Realisation -- 6.2. Realising Text Specifications -- 6.3. Varieties of Phrase Specifications -- 6.4. KPML -- 6.5. SURGE -- 6.6. RealPro -- 6.7. Choosing a Realiser -- 6.8. Bidirectional Grammars -- 7. Beyond Text Generation -- 7.2. Typography -- 7.3. Integrating Text and Graphics -- 7.4. Hypertex -- 7.5. Speech Output -- App. NLG Systems Mentioned in This Book Natural language processing (Computer science) Automatische Sprachproduktion (DE-588)4143703-2 gnd |
| subject_GND | (DE-588)4143703-2 |
| title | Building natural language generation systems |
| title_auth | Building natural language generation systems |
| title_exact_search | Building natural language generation systems |
| title_full | Building natural language generation systems Ehud Reiter, Robert Dale |
| title_fullStr | Building natural language generation systems Ehud Reiter, Robert Dale |
| title_full_unstemmed | Building natural language generation systems Ehud Reiter, Robert Dale |
| title_short | Building natural language generation systems |
| title_sort | building natural language generation systems |
| topic | Natural language processing (Computer science) Automatische Sprachproduktion (DE-588)4143703-2 gnd |
| topic_facet | Natural language processing (Computer science) Automatische Sprachproduktion |
| url | https://doi.org/10.1017/CBO9780511519857 |
| work_keys_str_mv | AT reiterehud buildingnaturallanguagegenerationsystems AT dalerobert buildingnaturallanguagegenerationsystems |