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We will build a query-focused summarizer that will look at both the query and the document to summarize what in the document is relevant to the query.
This chapter provides one answer as to how to exploit this foundation to estimate how likely it is that a document is relevant to an information need.
But only the latter document is relevant to the class legal actions brought by France (which might be defined, for example, as a standing query by an international trade lawyer).
begin{aligned} {text{ MAP}} = frac{1}{k}sum _{q=1}^kP_mathrm{q} end{aligned} (7)(P_mathrm{q}) is defined by Eq. 8, where (m) is the number of retrieved documents for the query (q, n) is the number of relevant documents for the query (q) and (r_{mathrm{q}_i}) is a binary function indicating whether the (i th document is relevant or not for the query (q).
Finally, it also shows that the witness herself, Kelly in this case, thinks that the document is relevant.
Since Kelly knows more about this scandal than the investigators, the fact that she thinks the document is relevant to the lane closures is itself potentially incriminatory.
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Critics say that only a handful of the 47 studies cited in the document are relevant to the issue of validity testing specifically rather than just drug testing generally, and they note that this handful involved just 18 subjects, only 3 of whom were women.
The posterior probability of the information need node then represents the conditional probability of that document being relevant to the given query.
Nevertheless, the principles outlined in this document are relevant for epidemiological studies on secondary headaches, provided that adequate definitions can be not only given but also applied in questionnaires or other survey instruments.
Additionally, showing thumbnails alongside the text made the participants much more likely to assume the document was relevant (whether in fact it was or not).
Here we take a general view and describe the ranking process as assigning a score to a document that reflects the likelihood of the document being relevant to the query.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com