Book Reviews: Arabic Computational Morphology: Knowledge-Based and Empirical Methods by Abdelhadi Soudi, Antal van den Bosch, and Neumann, Günter (editors)
نویسنده
چکیده
The past few decades have witnessed an increased interest in Arabic natural language processing, and in particular computational morphology. In the early 1990s one had to contend with a number of papers that proposed methodologies to handle the various complexities of Arabic morphology, most of which had little implementation associated with them, with the sole notable exception of the works of Beesley, Buckwalter, and others.1 Today the field has grown, and as this book illustrates, more approaches and implementations are emerging. The book begins with a preface by Richard Sproat, briefly outlining the early history of Arabic computational morphology. The main body of the book is arranged in four parts. Part I (Chapters 1–3) consists of three introductory chapters. Parts II (Chapters 4–7) and III (Chapters 8–11) present various knowledge-based and empirical approaches, respectively. Finally, Part IV (Chapters 12–15) demonstrates how Arabic morphology is integrated in larger applications, namely, information retrieval (IR), and machine translation (MT). A three-page index lists some grammatical terms and system names.
منابع مشابه
Memory-based morphological analysis and part-of-speech tagging of Arabic
Memory-based learning has been successfully applied to morphological analysis and part-ofspeech tagging in Western and Eastern-European languages (Daelemans et al., 1996; Van den Bosch and Daelemans, 1999; Zavrel and Daelemans, 1999). With the release of the Arabic Treebank by the Linguistic Data Consortium, a large corpus has become available for Arabic that can act as training material for ma...
متن کاملMemory-Based Morphological Analysis Generation and Part-of-Speech Tagging of Arabic
We explore the application of memorybased learning to morphological analysis and part-of-speech tagging of written Arabic, based on data from the Arabic Treebank. Morphological analysis – the construction of all possible analyses of isolated unvoweled wordforms – is performed as a letter-by-letter operation prediction task, where the operation encodes segmentation, part-of-speech, character cha...
متن کاملMachine learning of word pronunciation: the case against abstraction
ION Bertjan Busser Walter Daelemans Antal van den Bosch ILK Computational Linguistics Tilburg University The Netherlands fG J Busser Walter Daelemans Antal vdnBoschg kub nl
متن کاملGenerating an Arabic Full-form Lexicon for Bidirectional Morphology Lookup
We describe the generation of an Arabic full-form lexicon and its conversion into a two-level Finite State Transducer (FST) for morphology analysis and generation. The implementation of morphological lookup is based on a representation of the relevant data in the form of a FST, for which generic implementations exist that facilitate the integration into larger software systems for natural langu...
متن کاملUsing Relevancer to Detect Relevant Tweets: The Nepal Earthquake Case
Ali Hürriyetoǧlu Centre for Language Studies Radboud University P.O. Box 9103, NL-6500 HD, Nijmegen, the Netherlands [email protected] Antal van den Bosch Centre for Language Studies Radboud University P.O. Box 9103, NL-6500 HD, Nijmegen, the Netherlands [email protected] Nelleke Oostdijk Centre for Language Studies Radboud University P.O. Box 9103, NL-6500 HD, Nijmegen, the Nether...
متن کامل