Natural language processing and computational linguistics 1, Speech, morphology and syntax 1, Speech, morphology and syntax /
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
London, England ; Hoboken, New Jersey :
iSTE
2016.
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| Edición: | 1st ed |
| Colección: | Cognitive science series (London, England)
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009849121006719 |
Tabla de Contenidos:
- Cover ; Title Page ; Copyright ; Contents; Introduction; I.1. The definition of NLP; I.1.1. NLP and linguistics; I.1.2. NLP and AI; I.1.3. NLP and cognitive science; I.1.4. NLP and data science; I.2. The structure of this book; 1. Linguistic Resources for NLP; 1.1. The concept of a corpus; 1.2. Corpus taxonomy; 1.2.1. Written versus spoken; 1.2.2. The historical point of view; 1.2.3. The language of corpora; 1.2.4. Thematic representativity; 1.2.5. Age range of speakers; 1.3. Who collects and distributes corpora?; 1.3.1. The Gutenberg project1; 1.3.2. The linguistic data consortium
- 1.3.3. European language resource agency1.3.4. Open language archives community; 1.3.5. Miscellaneous; 1.4. The lifecycle of a corpus; 1.4.1. Needs analysis; 1.4.2. Design of scenarios to collect data for the corpus; 1.4.3. Collection of the corpus; 1.4.4. Transcription; 1.4.5. Corpus annotation; 1.4.6. Corpus documentation; 1.4.7. Statistical analysis of data; 1.4.8. The use of corpora in NLP; 1.5. Examples of existing corpora ; 1.5.1. American National Corpus; 1.5.2. Oxford English Corpus; 1.5.3. The Grenoble Tourism Office Corpus; 2. The Sphere of Speech; 2.1. Linguistic studies of speech
- 2.1.1. Phonetics2.1.2. Phonology; 2.2. Speech processing; 2.2.1. Automatic speech recognition; 2.2.2. Speech synthesis; 3. Morphology Sphere; 3.1. Elements of morphology; 3.1.1. Morphological typology; 3.1.2. Morphology of English; 3.1.3. Parts of speech; 3.1.4. Terms, collocations and colligations; 3.2. Automatic morphological analysis; 3.2.1. Stemming; 3.2.2. Regular expressions for morphological analysis; 3.2.3. Informal introduction to finite-state machines; 3.2.4. Two-level morphology and FST; 3.2.5. Part-of-speech tagging; 4. Syntax Sphere; 4.1. Basic syntactic concepts
- 4.1.1. Delimitation of the field of syntax4.1.2. The concept of grammaticality; 4.1.3. Syntactic constituents; 4.1.4. Syntactic typology of topology and agreement; 4.1.5. Syntactic ambiguity; 4.1.6. Syntactic specificities of spontaneous oral language; 4.2. Elements of formal syntax ; 4.2.1. Syntax trees and rewrite rules; 4.2.2. Languages and formal grammars; 4.2.3. Hierarchy of languages (Chomsky-Schützenberger); 4.2.4. Feature structures and unification; 4.2.5. Definite clause grammar; 4.3. Syntactic formalisms; 4.3.1. X-bar; 4.3.2. Head-driven phrase structure grammar
- 4.3.3. Lexicalized tree-adjoining grammar4.4. Automatic parsing; 4.4.1. Finite-state automata; 4.4.2. Recursive transition networks; 4.4.3. Top-down approach; 4.4.4. Bottom-up approach; 4.4.5. Mixed approach: left-corner; 4.4.6. Tabular parsing (chart); 4.4.7. Probabilistic parsing; 4.4.8. Neural networks; 4.4.9. Parsing algorithms for unification-based grammars; 4.4.10. Robust parsing approaches; 4.4.11. Generation algorithms; Bibliography; Index; Other titles from iSTE in Cognitive Science and Knowledge Management; EULA
