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@@ -111,19 +111,19 @@ Equipped with fastText classifiers, category-aware readability score filter, and
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  Using the notation
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- A: Custom built fastText quality filter
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- B: Custom built Category-aware readability score quality filter by leveraging Custom built fastText category classifier
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- C: Custom built Category-aware extreme_tokenized quality filter by leveraging Custom built fastText category classifier
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- GneissWeb Recipe:
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  Exact substring deduplication → ((A AND B) OR (A AND C))
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  GneissWeb ensemble filtering rule: A document is retained if either the fastText combination and category-aware readability score filter agree, or the fastText combination and category-aware extreme-toeknized filter agree,. Here the fastText combination is logical OR of the fastText classifiers, i.e., either of the fastText classifiers agrees. See the detailed rule in Figure 1.
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- Recipe2:
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  Exact substring deduplication → (A AND B AND C)
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  Using the notation
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+   A: Custom built fastText quality filter
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+   B: Custom built Category-aware readability score quality filter by leveraging Custom built fastText category classifier
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+   C: Custom built Category-aware extreme_tokenized quality filter by leveraging Custom built fastText category classifier
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+   **GneissWeb Recipe:**
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  Exact substring deduplication → ((A AND B) OR (A AND C))
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  GneissWeb ensemble filtering rule: A document is retained if either the fastText combination and category-aware readability score filter agree, or the fastText combination and category-aware extreme-toeknized filter agree,. Here the fastText combination is logical OR of the fastText classifiers, i.e., either of the fastText classifiers agrees. See the detailed rule in Figure 1.
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+   Recipe2:
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  Exact substring deduplication → (A AND B AND C)
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