Introduction to Arabic Natural Language ProcessingMorgan & Claypool Publishers, 2010 - 167 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
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 Arg1 Association for Computational Automatic BAMA Buckwalter Buckwalter transliteration CATiB Chapter clitics Computational Linguistics consonant definite article diacritics Dictionary disambiguation discuss ElixirFM ELRA Catalog encoding English example feminine Figure functional morphology gender Hamza Human Language Technologies Idafa inflectional Language Resources lemma letter forms letter marks lexeme lexical lexicon LREC MADA Magead masculine Modern Standard Arabic morphemes morphological analysis Natural Language Processing Nizar Habash nominal noun nunation orthographic PADT parsing PATB pattern Penn Arabic Treebank phoneme phonology phrase plural POS tag set preposition Proceedings proclitic pronominal enclitic pronoun Propbank representation researchers root Section semantic sentence singular spelling Statistical Machine Translation stem suffix syntactic syntax Ta-Marbuta task Tim Buckwalter tokenization schemes transliteration Unicode V-Sent variants verb WordNet