How can shallow NLP help a machine translation system

@inproceedings{pub3495,
    author = {

Homola, Petr
 and 

Piskorski, Jakub
},
    title = {How can shallow NLP help a machine translation system},
    booktitle = {Proceedings of the Conference Human Language Technologies - The Baltic Perspective, April 2004. Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT), Riga, Latvia},
    year = {2004}
}