{"product_id":"hindi-to-punjabi-machine-translation-system-von-vishal-goyal-und-gurpreet-singh","title":"Hindi to Punjabi Machine Translation System","description":"\u003cp\u003eMachine Translation(MT) is a task of automatic  translation a text from one natural language to  another. The challenges in developing Hindi to  Punjabi MTS lie with major problems mainly related  to the non-availability of lexical resources,  spelling variations, WSD, transliteration, NER and  collocations. This book addresses the problems in  the various stages of the development of a complete  Hindi to Punjabi MTS and discusses potential  solutions. Chapter 1 of the book introduces general  concept of MT, various approaches to MT systems and  key activities involved in MT. Chapter 2 discusses  the existing work in the field of MT in India and  outside India. Chapter 3 explains and compares Hindi  and Punjabi languages with respect to orthography,  grammar, and MT. Chapter 4 and 5 provide the design  and implementation details of various activities  involved in the MTS. Chapter 6 describes the post  processing stage of the system. Chapter 7 provides  the evaluation of the system and its results.  Chapter 8 provides a summary of the work undertaken,  contributions of this research work, limitations,  and some directions in which this work could be  extended in the future.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783843372671\"\u003e\u003ch3\u003eMT System between Closely related Language Pair\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783843372671","offer_id":39497155280989,"sku":"9783843372671","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/0d834af6-a5d6-4de1-a019-cc46c88f9415.jpg?v=1755667603","url":"https:\/\/shop.autorenwelt.de\/en\/products\/hindi-to-punjabi-machine-translation-system-von-vishal-goyal-und-gurpreet-singh","provider":"Autorenwelt Shop","version":"1.0","type":"link"}