Corpus ID: 8404150

Meta-level Statistical Machine Translation

@inproceedings{Ebrahimi2013MetalevelSM,
  title={Meta-level Statistical Machine Translation},
  author={Sajad Ebrahimi and Kourosh Meshgi and Shahram Khadivi and Mohammad Ebrahim Shiri},
  booktitle={IJCNLP},
  year={2013}
}
  • Sajad Ebrahimi, Kourosh Meshgi, +1 author Mohammad Ebrahim Shiri
  • Published in IJCNLP 2013
  • Computer Science
  • We propose a simple and effective method to build a meta-level Statistical Machine Translation (SMT), called meta-SMT, for system combination. Our approach is based on the framework of Stacked Generalization, also known as Stacking, which is an ensemble learning algorithm, widely used in machine learning tasks. First, a collection of base-level SMTs is generated for obtaining a meta-level corpus. Then a meta-level SMT is trained on this corpus. In this paper we address the issue of how to adapt… CONTINUE READING

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