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How does a child learn to extract language from a sea of sounds and later learn to decode meaning from strings of written symbols?
For instance, text mining techniques have made it possible for scholars like UC Berkeley's David Bamman to extract language from novels to understand how depictions of gender have changed in fiction since the eighteenth century, or analyze the rhetoric of campaign speeches to make predictive determinations about audience response.
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Our system extracts language features by applying a Part-of-Speech (POS) tagging technique, which identifies different types of natural language components, or POS tags.
In light of these distinctions, one cannot extract from language in our patent decisions — language not trained on a grant's duration — genuine support for petitioners' bold view.
Furthermore, given crucial distinctions between patents and copyrights, one cannot extract from language in the Court's patent decisions language not trained on a grant's duration genuine support for petitioners' quid pro quo argument.
Therefore, the core issue is how to extract the language differences regardless of content, speaker, and environment information [1, 2].
Table 1 contains basic information on the English-language studies; Table 2 shows extracted English-language data relevant to answering the two key questions listed above.
This is an edited extract from The Language of Cities by Deyan Sudjic, published by Allen Lane (RRP £25.00).
The compilation of a real corpus must be done in an objective way to extract samples of language used in an everyday context and with the minimum interference.
We are crowd-sourcing the creation of socially rich interactive characters by collecting data from thousands of people interacting and conversing in online multiplayer games, and mining recorded gameplay to extract patterns in language and behavior.
Validated KPI derived from CASPA were used to extract race, culture, language and support networks; further expansion was made in the dimension of HF aetiology with emphasis on ischaemic, hypertensive as well as rheumatic and alcohol-induced causes.
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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