55 search results - page 7 / 11 » Evaluation Metrics for Knowledge-Based Machine Translation |
NAACL
2004
13 years 8 months ago
2004
This paper describes the application of discriminative reranking techniques to the problem of machine translation. For each sentence in the source language, we obtain from a basel...
AMTA
2004
Springer
13 years 11 months ago
2004
Springer
Recent research has shown that a balanced harmonic mean (F1 measure) of unigram precision and recall outperforms the widely used BLEU and NIST metrics for Machine Translation evalu...
ACL
2003
13 years 8 months ago
2003
Often, the training procedure for statistical machine translation models is based on maximum likelihood or related criteria. A general problem of this approach is that there is on...
NAACL
2004
13 years 8 months ago
2004
We describe a methodology for rapid experimentation in statistical machine translation which we use to add a large number of features to a baseline system exploiting features from...
LREC
2010
13 years 8 months ago
2010
Automatic evaluation metrics are fast and cost-effective measurements of the quality of a Machine Translation (MT) system. However, as humans are the end-user of MT output, human ...