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To help users manage multiple annotation projects in PubTator, we developed a new document management system by which a user can create a document collection for each project and use a different annotation environment for each collection.
We evaluate our strategies via detailed simulations, using a large query log and a document collection obtained from the Yahoo! web search engine.
This can be expressed as mapping a function that returns the count of a given word in each document across a document collection.
The 2004 and 2005 tasks use a document collection of 4.5 million MEDLINE citations, consisting of a title and optionally an abstract.
In a document collection, each term (word or phrase) is denoted with a one-hot vector, and each sentence, paragraph, or document is denoted with a term frequency vector.
In order to collect the documents from which study indicators and/or their determinant obtained a document collection checklist was used to facilitate the collection of indicator documents.
Extractive multi-document summarization approaches aim to obtain the main content of a document collection at the same time that the redundant information is reduced.
It is unknown how large a document collection the ICRC and the US government have amassed over a decade of work at Guantanamo.
In two dozen essays and 15 poems written between 1989 and 2009 and a document collection showing Mr. Liu's path through the courts and into jail, the book offers "one of the most impressive analyses of China today," as well as an important warning to those hoping the cash-rich country can "save" the world economy, Perry Link, one of three editors, said by telephone.
This is the case of a document collection on the Web.
Then, we use the topic model described in Fig. 4 to analyze the underlying topics in a document collection.
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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