Fix bug with labels of eurlex config of lex_glue dataset #5048
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Fix for a critical bug in the EURLEX dataset label list to make LexGLUE EURLEX results replicable. In LexGLUE (Chalkidis et al., 2022), the following is mentioned w.r.t. EUR-LEX: "It supports four different label granularities, comprising 21, 127, 567, 7390 EuroVoc concepts, respectively. We use the 100 most frequent concepts from level 2 [...]”. The current label list has all 127 labels, which leads to different (lower) results, as communicated by users.
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The documentation is not available anymore as the PR was closed or merged. |
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@JamesLYC88 here is the fix! Thanks again! |
albertvillanova
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Sep 30, 2022
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Thanks for the fix, @iliaschalkidis.
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Thanks, @albertvillanova. When do you expect that this change will take effect when someone downloads the dataset? |
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The change is immediately available now, since this change we made to our library: |
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Fix for a critical bug in the EURLEX dataset label list to make LexGLUE EURLEX results replicable.
In LexGLUE (Chalkidis et al., 2022), the following is mentioned w.r.t. EUR-LEX: "It supports four different label granularities, comprising 21, 127, 567, 7390 EuroVoc concepts, respectively. We use the 100 most frequent concepts from level 2 [...]”. The current label list has all 127 labels, which leads to different (lower) results, as communicated by users.
Thanks!