{"product_id":"anaphora-resolution-in-arabic-english-machine-translation-systems-von-rania-al-sabbagh","title":"Anaphora Resolution in Arabic\/English Machine Translation Systems","description":"\u003cp\u003eAnaphora Resolution (AR) is the process of  determining the antecedent of a given anaphor. The  present book focuses on pronominal AR in Modern  Standard Arabic (MSA) which is a crucially required  task for many Natural Language Processing (NLP) applications, including but not limited to Machine  Translation (MT). Current MT systems poorly handle  anaphora resolution when working on Arabic-English  translation or vice versa, given that anaphora  resolution is one of the least studied issues in  Arabic NLP due to the fact that AR requires many NLP  morphological, semantic and syntactic tools and  resources; many of which are not available for MSA.  Motivated by the poor performance of current MT  systems in terms of Arabic AR and the lack of  sufficient NLP research on the issue, this book  proposes a statistical, corpus-based approach to AR  in MSA that successfully overcomes the major  bottleneck of Arabic NLP, namely the lack of basic  language processing tools and resources. Such an  approach achieves a promising performance rate of  87.6% and sheds light on further future work which  can significantly improve performance.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838386843\"\u003e\u003ch3\u003eA Statistical, Knowledge-Poor Approach to Arabic Pronominal Anaphora Resolution\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838386843","offer_id":39498935369821,"sku":"9783838386843","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/d1b8bb46-2656-4204-b8cd-83315330a35f.jpg?v=1775194972","url":"https:\/\/shop.autorenwelt.de\/en\/products\/anaphora-resolution-in-arabic-english-machine-translation-systems-von-rania-al-sabbagh","provider":"Autorenwelt Shop","version":"1.0","type":"link"}