| Type of Material: | Thesis |
| Title: | Implications of linguistic feature based evaluation in improving machine translation quality a case of english to hindi machine translation |
| Researcher: | Joshi, Nisheeth |
| Guide: | Darbari, Hemant |
| Department: | Department of Computer Sciencenewline |
| Publisher: | Banasthali University,Banasthali |
| Place: | Banasthali |
| Year: | 10/02/2013 |
| Language: | English |
| Subject: | MT Metrology | Human Evaluation | Automatic Evaluation | Statistical Significance Testing | Metric Combination based MT Evaluation | Supervised Machine Learning | Language Model based MT Evaluation | Computer Science and Applications | Engineering and Technology |
| Dissertation/Thesis Note: | PhD; Department of Computer Sciencenewline, Banasthali University,Banasthali, Banasthali; 10/02/2013 |
| Fulltext: | Shodhganga |
| 003 | IN-AhILN | |
| 005 | 2026-09-21 16:46:46 | |
| 008 | __ | 260921t2013||||ii#||||g|m||||||||||eng|| |
| 035 | __ | |a(IN-AhILN)th_463499 |
| 040 | __ | |dIN-AhILN|aBANV_304022 |
| 041 | __ | |aeng |
| 100 | __ | |eResearcher|aJoshi, Nisheeth |
| 110 | __ | |aDepartment of Computer Sciencenewline|0U-0389|dBanasthali|bBanasthali University,Banasthali|ein |
| 245 | __ | |aImplications of linguistic feature based evaluation in improving machine translation quality a case of english to hindi machine translation |
| 260 | __ | |aBanasthali|c10/02/2013|bBanasthali University,Banasthali |
| 300 | __ | |axix, 211 p.|c-- |
| 500 | __ | |aAbstract p. v, References p. 199-205, Appendices p. 206-211 |
| 502 | __ | |bPhD|d10/02/2013|cDepartment of Computer Sciencenewline, Banasthali University,Banasthali, Banasthali |
| 518 | __ | |oDate of Award|d2013-09-21 |
| 518 | __ | |d2007-12-12|oDate of Registration |
| 518 | __ | |d2013-02-10|oDate of Completion |
| 520 | __ | |aSince beginning, research in Machine Translation Evaluation has been a prominent area of study, with initial MT systems being evaluated by only human evaluators. This thesis is focused on studying various methods incorporated in MT Evaluation. A lot of evaluation campaigns have been undertaken for English as a target language, but evaluation of English-Hindi MT has not been taken up so well. Thus, we have focused our evaluations for this language pair. The basic motivation for undertaking this study was to help system managers of MT projects, as many times they have to wait for human evaluations to complete their assessments for an MT system. This process takes days to finish, which hinders the development process. Using the methods suggested in this thesis, a system manager can very easily analyze the performance of his system which can help him in keeping up with deadlines. We have developed a human evaluation metric which provides at par results with popular human adequacy and fluency metrics and further |
| 650 | __ | |aComputer Science and Applications|2UGC |
| 650 | __ | |aEngineering and Technology|2AIU |
| 653 | __ | |aMT Metrology |
| 653 | __ | |aHuman Evaluation |
| 653 | __ | |aAutomatic Evaluation |
| 653 | __ | |aStatistical Significance Testing |
| 653 | __ | |aMetric Combination based MT Evaluation |
| 653 | __ | |aSupervised Machine Learning |
| 653 | __ | |aLanguage Model based MT Evaluation |
| 700 | __ | |aDarbari, Hemant|eGuide |
| 856 | __ | |yShodhganga|uhttp://shodhganga.inflibnet.ac.in/handle/10603/17502 |
| 905 | __ | |afromsg |
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