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@@ -25,7 +25,7 @@ It achieves the following results on the evaluation set:
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  The model is fine-tuned with academic publications in Linguistics, to classify texts in publications into 4 classes as a filter to other tasks.
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  The 4 classes:
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- - 0: out of scope - materials that are of low significance, eg. page number, noise from OCR/pdf-to-text convertion
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  - 1: main text - texts that are the main texts of the publication, to be used for down-stream tasks
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  - 2: examples - texts that are captions of the figures, or quotes or excerpts
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  - 3: references - references of the publication, excluding in-text citations
 
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  The model is fine-tuned with academic publications in Linguistics, to classify texts in publications into 4 classes as a filter to other tasks.
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  The 4 classes:
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+ - 0: out of scope - materials that are of low significance, eg. page number and page header, noise from OCR/pdf-to-text convertion
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  - 1: main text - texts that are the main texts of the publication, to be used for down-stream tasks
30
  - 2: examples - texts that are captions of the figures, or quotes or excerpts
31
  - 3: references - references of the publication, excluding in-text citations