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Copying in suspect text (not reference text) with no reference Grayscale color
Significant copying: multiple identical sentences in a paragraph 6
some copying: ≥5 contiguous words within a sentence of ≥ 5 words 5
near copying: multiple (≥ 3) exact phrases (≥ 3 words) overlap in contiguous
sentences in a paragraph
4
similarity 1: several (<3) exact phrases (≥ 3 words) overlap in contiguous
sentences in a paragraph or more than 9 words in sequence
3
similarity 2: many (≥5) of the exact same words (excluding function words)
in contiguous sentences in the same paragraph
2
similarity 2: topic overlap with facts and standard phrases 1
Standard words or phrases 0
General knowledge / facts 0
•
•
• 𝑠𝑖𝑚 𝑟, 𝑠 ↦ [0; 1]
• 𝜃
• {𝑟𝜖𝑅|𝑠𝑖𝑚 𝑟, 𝑠 ≥ 𝜃}
𝑠𝑖𝑚 𝑟, 𝑠 =
|𝑟∩𝑠|
|𝑟∪𝑠|
=
3
8
𝑅 𝜃
𝑟 𝜖 𝑅
sim 𝑟, 𝑠 ≥ 𝜃:
•
•
• 𝑟, 𝑠 𝜖 𝑅 × 𝑅 𝑠𝑖𝑚 𝑟, 𝑠 ≥ 𝜃
•
•
•
•
•
•
•
•
•
{ 𝑡𝑒𝑟𝑚, {𝑑𝑜𝑐𝑢𝑚𝑒𝑛𝑡} }
•
𝑡𝑒𝑟𝑚, {𝑑𝑜𝑐𝑢𝑚𝑒𝑛𝑡}
(𝑟, 𝑠)
sim r, s ≥ 𝜃:
prefixJaccard 𝑟, 𝜃 = 𝑟 − 𝑓𝑙𝑜𝑜𝑟 𝜃 ∗ 𝑟 + 1
prefixJaccard 𝑟, 0.5
prefixJaccard 𝑠, 0.5
•
Runtime
Data
System
Parameters
Algorithm
Parameters
Implemen-
tation
Problem
Statement
Fairness?
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
ε = 1 − 𝜃

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