Evaluation of the Statistical Machine Translation Service for Croatian-English
Much thought has been given in an endeavour to formalize the translation process. As a result, various approaches to MT (machine translation) were taken. With the exception of statistical translation, all approaches require cooperation between language and computer science experts. Most of the model...
| Permalink: | http://skupni.nsk.hr/Record/ffzg.KOHA-OAI-FFZG:316467/Details |
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| Matična publikacija: |
2nd international conference The future of information sciences (INFuture 2009) : Digital resources and knowledge sharing : proceedings Zagreb : Department of Information Sciences, Faculty of Humanities and Social Sciences, University of Zagreb, 2009 |
| Glavni autori: | Brkić, Marija (-), Vičić, Tomislav (Author), Seljan, Sanja |
| Vrsta građe: | Članak |
| Jezik: | eng |
| LEADER | 02509naa a2200265uu 4500 | ||
|---|---|---|---|
| 008 | 131111s2009 xx 1 eng|d | ||
| 035 | |a (CROSBI)433160 | ||
| 040 | |a HR-ZaFF |b hrv |c HR-ZaFF |e ppiak | ||
| 100 | 1 | |a Brkić, Marija | |
| 245 | 1 | 0 | |a Evaluation of the Statistical Machine Translation Service for Croatian-English / |c Brkić, Marija ; Vičić, Tomislav ; Seljan, Sanja. |
| 246 | 3 | |i Naslov na engleskom: |a Evaluation of the Statistical Machine Translation Service for Croatian-English | |
| 300 | |a 319-332 |f str. | ||
| 520 | |a Much thought has been given in an endeavour to formalize the translation process. As a result, various approaches to MT (machine translation) were taken. With the exception of statistical translation, all approaches require cooperation between language and computer science experts. Most of the models use various hybrid approaches. Statistical translation approach is completely language independent if we disregard the fact that it requires huge parallel corpus that needs to be split into sentences and words. This paper compares and discusses state-of-the-art statistical machine translation (SMT) models and evaluation methods. Results of statistically-based Google Translate tool for Croatian-English translations are presented and multilevel analysis is given. Three different types of texts are manually evaluated and results are analysed by the χ2-test. | ||
| 536 | |a Projekt MZOS |f 130-1300646-0909 | ||
| 546 | |a ENG | ||
| 690 | |a 2.09 | ||
| 690 | |a 5.04 | ||
| 690 | |a 6.03 | ||
| 693 | |a SMT (statistical machine translation), online, Google Translate, MT, Croatian-English, manual evaluation, fluency, adequacy, χ2-test |l hrv |2 crosbi | ||
| 693 | |a SMT (statistical machine translation), online, Google Translate, MT, Croatian-English, manual evaluation, fluency, adequacy, χ2-test |l eng |2 crosbi | ||
| 700 | 1 | |a Vičić, Tomislav |4 aut | |
| 700 | 1 | |9 430 |a Seljan, Sanja |4 aut | |
| 773 | 0 | |a International Conference The Future of Information Sciences (2 ; 2009) (04.-06.11.2009. ; Zagreb, Hrvatska) |t 2nd international conference The future of information sciences (INFuture 2009) : Digital resources and knowledge sharing : proceedings |d Zagreb : Department of Information Sciences, Faculty of Humanities and Social Sciences, University of Zagreb, 2009 |n Stančić, Hrvoje ; Seljan, Sanja ; Bawden, David ; Lasić-Lazić, Jadranka ; Slavić, Aida |z 978-953-175-355-5 |g str. 319-332 | |
| 942 | |c RZB |u 2 |v Recenzija |z Znanstveni - Predavanje - CijeliRad |t 1.08 | ||
| 999 | |c 316467 |d 316465 | ||