Introduction to Arabic Natural Language ProcessingMorgan & Claypool Publishers, 10/10/2010 - 187 من الصفحات This book provides system developers and researchers in natural language processing and computational linguistics with the necessary background information for working with the Arabic language. The goal is to introduce Arabic linguistic phenomena and review the state-of-the-art in Arabic processing. The book discusses Arabic script, phonology, orthography, morphology, syntax and semantics, with a final chapter on machine translation issues. The chapter sizes correspond more or less to what is linguistically distinctive about Arabic, with morphology getting the lion's share, followed by Arabic script. No previous knowledge of Arabic is needed. This book is designed for computer scientists and linguists alike. The focus of the book is on Modern Standard Arabic; however, notes on practical issues related to Arabic dialects and languages written in the Arabic script are presented in different chapters. Table of Contents: What is "Arabic"? / Arabic Script / Arabic Phonology and Orthography / Arabic Morphology / Computational Morphology Tasks / Arabic Syntax / A Note on Arabic Semantics / A Note on Arabic and Machine Translation |
المحتوى
What is Arabic? | 1 |
Arabic Script | 5 |
Arabic Phonology and Orthography | 27 |
Arabic Morphology | 39 |
Computational Morphology Tasks | 65 |
Arabic Syntax | 93 |
A Note on Arabic Semantics | 113 |
A Note on Arabic and Machine Translation | 119 |
Arabic NLP Repositories and Networking Resources | 125 |
Arabic NLP Books and References | 129 |
Arabic NLP Corpora and Lexica | 133 |
Arabic NLP Tools | 141 |
Important Arabic NLP Acronyms | 143 |
Bibliography | 147 |
Authors Biography | 167 |
طبعات أخرى - عرض جميع المقتطفات
Introduction to Arabic Natural Language Processing <span dir=ltr>Nizar Y. Habash</span> لا تتوفر معاينة - 2010 |
عبارات ومصطلحات مألوفة
adjectives affixes Alif Alif-Maqsura Almorgeana AMiRA analyzer annotated Arabic dialects Arabic Language Arabic Morphological Arabic NLP Arabic script Arabic words Arabic-English automatic BAMA basic Buckwalter transliteration CATiB chapter clitics complex Computational Linguistics consonant construction context definite article diacritics Dictionary disambiguation discuss ElixirFM ELRA Catalog enclitic encoding English Evaluation example feminine Figure form-based functional morphology Hamza Handwriting Recognition Idafa inflectional Language Resources lemma letter forms letter marks letter shapes Levantine Arabic lexeme lexical lexicon ligatures Machine Translation MADA Magead mapping masculine morphemes morphological analysis named entity recognition Natural Language Processing nominal noun nunation PADT parsing PATB pattern Penn Arabic Treebank phoneme phonology phrase plural preposition proclitic pronominal enclitic pronoun Propbank representation researchers root rules Section semantic sentence short vowels singular specific spelling stem suffix synsets syntactic syntax Ta-Marbuta task templatic tokenization schemes typically V-Sent variants verb verbal vocalism WordNet