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- 785 creator arne-mauser.
- 785 creator hermann-ney.
- 785 creator sasa-hasan.
- 785 type InProceedings.
- 785 label "Automatic Evaluation Measures for Statistical Machine Translation System Optimization".
- 785 sameAs 785.
- 785 abstract "Evaluation of machine translation (MT) output is a challenging task. In most cases, there is no single correct translation. In the extreme case, two translations of the same input can have completely different words and sentence structure while still both being perfectly valid. Large projects and competitions for MT research raised the need for reliable and efficient evaluation of MT systems. For the funding side, the obvious motivation is to measure performance and progress of research. This often results in a specific measure or metric taken as primarily evaluation criterion. Do improvements in one measure really lead to improved MT performance? How does a gain in one evaluation metric affect other measures? This paper is going to answer these questions by a number of experiments.".
- 785 hasAuthorList authorList.
- 785 hasTopic Linguistics.
- 785 isPartOf proceedings.
- 785 keyword "Evaluation methodologies".
- 785 keyword "Machine Translation, SpeechToSpeech Translation".
- 785 keyword "Statistical methods".
- 785 title "Automatic Evaluation Measures for Statistical Machine Translation System Optimization".