@inproceedings{minkov2007generating,
author = {Minkov, Einat and Toutanova, Kristina and Suzuki, Hisami},
title = {Generating Complex Morphology for Machine Translation},
booktitle = {Proceedings of ACL},
year = {2007},
month = {June},
abstract = {We present a novel method for predicting inflected word forms for generating morphologically rich languages in machine translation. We utilize a rich set of syntactic and morphological knowledge sources from both source and target sentences in a probabilistic model, and evaluate their contribution in generating Russian and Arabic sentences. Our results show that the proposed model substantially outperforms the commonly used baseline of a trigram target language model; in particular, the use of morphological and syntactic features leads to large gains in prediction accuracy. We also show that the proposed method is effective with a relatively small amount of data.},
publisher = {Association for Computational Linguistics},
url = {http://approjects.co.za/?big=en-us/research/publication/generating-complex-morphology-for-machine-translation/},
edition = {Proceedings of ACL},
}