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25 lines
1.1 KiB
Plaintext
25 lines
1.1 KiB
Plaintext
- check that mert-moses.pl emits devset score after every iteration
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- correctly for whichever metric we are optimizing
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- even when using --pairwise-ranked (PRO)
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- this may make use of 'evaluator', soon to be added by Matous Machacek
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- check that --pairwise-ranked is compatible with all optimization metrics
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- Replace the standard rand() currently used in MERT and PRO with better
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random generators such as Boost's random generators (e.g., boost::mt19937).
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- create a Random class to hide the details, i.e., how to generate
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random numbers, which allows us to use custom random generators more
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easily.
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Pros:
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- In MERT, you might want to use the random restarting technique to avoid
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local optima.
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- PRO uses a sampling technique to choose candidate translation pairs
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from N-best lists, which means the choice of random generators seems to
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be important.
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Cons:
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- This change will require us to re-create the truth results for regression
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testing related to MERT and PRO because the new random generator will
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generate different numbers from the current generator does.
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