Open AccessJournal Article
Statistical Machine Translation System
U. A. Rajitha,R. Hema +1 more
13
TL;DR: This paper describes machine translation with Statistical approach to produce better translation for English to Tamil translation system and collects parallel corpus from children story domain.
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Abstract: One of the applications of Natural Language Processing is Machine Translation. Machine Translation means that by use of software to translate text or speech from one language to another language. Machine translation refers to the use of computers to automate the task of translating between human languages. Machine Translation with Statistical approach helps to do machine translation for any language pair by the use of Statistical tools. This paper describes machine translation with Statistical approach to produce better translation for English to Tamil translation system. We have collected parallel corpus from children story domain. We aligned the sentences manually. SRILM tool kit is used for language modeling. GIZA++ tool is used to build translation model. Moses decoder is used to produce better translation from English text to Tamil text.
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Citations
A Hybrid Approach to English to Malayalam Machine Translation
Nithya B,Shibily Joseph +1 more
TL;DR: A hybrid approach to perform English to Malayalam translation is proposed using the baseline statistical machine translator with a translation memory and the hybrid approach is found to improve the performance of the translator.
Development of Indonesian-Japanese statistical machine translation using lemma translation and additional post-process
Mohammad Anugrah Sulaeman,Ayu Purwarianti +1 more
- 17 Dec 2015
TL;DR: The proposed methods are lemma translation with generated surface form and additional post-process for Indonesian-Japanese statistical machine translation showed an improvement over the baseline system with a 116% increased BLEU score on Japanese to Indonesian translation and 26% increase BLEu score on Indonesian to Japanese translation.
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Malayalam To English Machine Translation:An EBMT System
TL;DR: This thesis proposes a Machine Translation system for transaction from Malayalam to English language based on Example Based Machine Translation (EBMT) approach and it is founded that the translation system works well for the simple sentence inMalayalam language.
Developing a Statistical Turkish Sign Language Translation System for Primary School Students
Buse Buz,Tunga Güngör +1 more
- 03 Jul 2019
TL;DR: This paper proposes a novel method for translation from Turkish to Turkish Sign Language for primary school students using the statistical machine translation approach, and is the first work that applies statistical translation toTurkish Sign Language.
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Inteligência Artificial e os rumos do processamento do português brasileiro
Marcelo Finger
- 19 Apr 2021
TL;DR: In this paper, a posicionamento sobre a area de processamento de lingua natural em portugues, seus desenvolvimentos desde o principio ate a explosao de aplicacoes modernas baseadas em aprendizado de maquina.