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Labeling the aspects for back-translated reviews #29

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farinamhz opened this issue Mar 11, 2023 · 1 comment
Closed

Labeling the aspects for back-translated reviews #29

farinamhz opened this issue Mar 11, 2023 · 1 comment
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enhancement New feature or request

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@farinamhz
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By using the word alignments and similarity comparison between the original and back-translated reviews, we want to find the new aspect labels for the new (back-translated) reviews.

  1. We discard the new reviews which have a similarity score below a threshold with the original reviews (the threshold is 0.5 for now)
  2. We add the labels which are aligned with the original labels as the labels of similar-semantic new reviews.
@farinamhz farinamhz added the enhancement New feature or request label Mar 11, 2023
@farinamhz farinamhz self-assigned this Mar 11, 2023
farinamhz added a commit that referenced this issue Mar 11, 2023
@farinamhz
Labeling function added (#29)
4a087b3
farinamhz added a commit that referenced this issue Mar 11, 2023
@farinamhz
A method for saving the reviews in suitable format for labelling added (
809fde9 
#29)
farinamhz added a commit that referenced this issue Mar 11, 2023
@farinamhz
Changed results of sample alignments due to changing the tokenization…
aa3e9cf 
… method (#26) (#29)
farinamhz added a commit that referenced this issue Mar 11, 2023
@farinamhz
New dataset of back-translated reviews with their labels added (#28) (#…
b05fe7c 
…29)
@farinamhz farinamhz mentioned this issue Mar 11, 2023
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farinamhz added a commit that referenced this issue Mar 13, 2023
@farinamhz
Removing back-translated reviews that do not have the labels(#28) (#29)
6af7ddd
@hosseinfani
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@farinamhz
I'm closing this issue as it's solved now in the pipeline. Let me know otherwise.

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