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Decoders and toolkits


Chaski   - A distributed phrase-based machine translation training tool based on Hadoop.
MGIZA++   - is a multi-threaded word alignment tool based on GIZA++, which additionally extends GIZA in other ways by optimizing memory, enabling training interruption and resuming, integrating with Chaski and providing native Windows support.
Nematus   - Open-Source Neural Machine Translation in Theano.
OpenNMT   - A collection of machine-translation systems from the Harvard NLP group.
RIA  a tool for automatic induction of transfer rules for Transfer-Based Statistical Machine Translation using dependency structures.