Learning Language in Logic: Lecture Notes in Computer Science, cartea 1925
Editat de James Cussens, Saso Dzeroskien Limba Engleză Paperback – 27 sep 2000
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Specificații
ISBN-13: 9783540411451
ISBN-10: 3540411453
Pagini: 312
Ilustrații: X, 306 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.45 kg
Ediția:2000
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540411453
Pagini: 312
Ilustrații: X, 306 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.45 kg
Ediția:2000
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Introductions & Overviews.- An Introduction to Inductive Logic Programming and Learning Language in Logic.- A Brief Introduction to Natural Language Processing for Non-linguists.- A Closer Look at the Automatic Induction of Linguistic Knowledge.- Learning for Semantic Interpretation: Scaling Up without Dumbing Down.- Morphology & Phonology.- Learning to Lemmatise Slovene Words.- Achievements and Prospects of Learning Word Morphology with Inductive Logic Programming.- Learning the Logic of Simple Phonotactics.- Syntax.- Grammar Induction as Substructural Inductive Logic Programming.- Experiments in Inductive Chart Parsing.- ILP in Part-of-Speech Tagging — An Overview.- Iterative Part-of-Speech Tagging.- DCG Induction Using MDL and Parsed Corpora.- Learning Log-Linear Models on Constraint-Based Grammars for Disambiguation.- Unsupervised Lexical Learning with Categorial Grammars Using the LLL Corpus.- Induction of Recursive Transfer Rules.- Learning for Text Categorization and InformationExtraction with ILP.- Corpus-Based Learning of Semantic Relations by the ILP System, Asium.- Improving Learning by Choosing Examples Intelligently in Two Natural Language Tasks.