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Offline extractor of synchronous context-free grammars for machine translation.
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jweese/thrax
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Thrax uses Apache hadoop (an open-source implementation of MapReduce) to
efficiently extract a synchronous context-free grammar translation model
for use in modern machine translation systems.
Thrax currently has support for both Hiero-style grammars (with a single
non-terminal symbol) and SAMT-style grammars (where non-terminal symbols are
calculated by projecting onto the span from a target-side parse tree).
COMPILING:
First, you need to set two environment variables:
$HADOOP should point to the directory where Hadoop is installed.
$AWS_SDK should point to the directory where the Amazon Web Services SDK
is installed.
To compile, type
ant
This will compile all classes and package them into a jar for use on a
Hadoop cluster.
At the end of the compilation, ant should report that the build was successful.
RUNNING THRAX:
Thrax can be invoked with
hadoop jar $THRAX/bin/thrax.jar <configuration file>
Some example configuration files have been included with this distribution:
example/hiero.conf
example/samt.conf
COPYRIGHT AND LICENSE:
Copyright (c) 2010-13 by the Thrax team:
Jonny Weese <[email protected]>
Juri Ganitkevitch <[email protected]>
See LICENSE.txt (included with this distribution) for the complete terms.
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Offline extractor of synchronous context-free grammars for machine translation.
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