Essays about: "Statistical Machine Translation SMT"

Found 4 essays containing the words Statistical Machine Translation SMT.

1. 1. Spelling Normalization of English Student Writings

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Yuchan HONG; [2018]
   Keywords : spelling normalization; English student writings; phonetic similarity comparison; Levenshtein edit distance; character-based statistical machine translation; character-based neural machine translation;

   Abstract : Spelling normalization is the task to normalize non-standard words into standard words in texts, resulting in a decrease in out-of-vocabulary (OOV) words in texts for natural language processing (NLP) tasks such as information retrieval, machine translation, and opinion mining, improving the performance of various NLP applications on normalized texts. In this thesis, we explore different methods for spelling normalization of English student writings including traditional Levenshtein edit distance comparison, phonetic similarity comparison, character-based Statistical Machine Translation (SMT) and character-based Neural Machine Translation (NMT) methods. READ MORE

3. 2. Translationese and Swedish-English Statistical Machine Translation

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Jakob Joelsson; [2016]
   Keywords : Translationese; Statistical Machine Translation; Text Classification; Classification of Translationese;

   Abstract : This thesis investigates how well machine learned classifiers can identify translated text, and the effect translationese may have in Statistical Machine Translation -- all in a Swedish-to-English, and reverse, context. Translationese is a term used to describe the dialect of a target language that is produced when a source text is translated. READ MORE

4. 3. Machine Translation Of Fictional And Non-fictional Texts : An examination of Google Translate's accuracy on translation of fictional versus non-fictional texts.

   University essay from Stockholms universitet/Engelska institutionen

   Author : Jonni Salimi; [2014]
   Keywords : Machine translation MT ; Fully Automatic High Quality Machine Translation; FAHQMT ; Statistical Machine Translation SMT ; phrase-based system; transfter-based; BLEU;

   Abstract : This study focuses on and tries to identify areas where machine translation can be useful by examining translated fictional and non-fictional texts, and the extent to which these different text types are better or worse suited for machine translation.  It additionally evaluates the performance of the free online translation tool Google Translate (GT). READ MORE

5. 4. Online Machine Translator System and Result Comparison

   University essay from Högskolan i Borås/Institutionen Handels- och IT-högskolan

   Author : Alvi Syahrina; [2011]
   Keywords : online machine translator; computer linguistic; manual evaluation; statistical machine translation; hybrid machine translation;

   Abstract : Translation from one human language to another has been using the help of the capabilities of computer advances. There are a lot of machine translators nowadays, each adapts to different machine translator approaches. READ MORE