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scoring poor NMT outputs about m2scorer HOT 5 OPEN

nusnlp avatar nusnlp commented on July 1, 2024 3
scoring poor NMT outputs

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Comments (5)

shamilcm avatar shamilcm commented on July 1, 2024 4

The original M2 algorithm and implementation is not optimized to cases where the output is very different from the source sentence. We will try to release an optimized implementation soon. Meanwhile, if it is to validate an NMT system, you may try replacing the output sentence with the source sentence itself if the edit distance is very high. The M2 implementation within Moses tries to do something similar by avoiding extremely different sentences compared to the source.

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keisks avatar keisks commented on July 1, 2024

Thank you for the suggestion and I look forward to the optimized version :)

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shm007g avatar shm007g commented on July 1, 2024

m2scorer is relly slow when I evaluate my GEC data.

It takes hours just for evaluating 2000 short(<300) sentence.

By the way, I am using the official version of 3.2.

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amal-meer avatar amal-meer commented on July 1, 2024

Is there a solution to this? I can not evaluate my GEC system although the testing data is 980 sentence with a maximum length of 433. It took more that 7 hours and still running.

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amal-meer avatar amal-meer commented on July 1, 2024

I run the script on a PC with higher specifications and it finished running in less than 6 hours. It is too long but I added this note for those who might have the same problem.

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