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We just need to look at apps in the fields of text input, gaming, social media or finance to see what is possible.
The text mining of patents and patent applications for chemical structures of interest to medicinal chemists poses a number of unique challenges not encountered in other fields of text analytics.
We decided to use a symbolic representation for value and time range discrete aggregation in order to enable the application of machine learning algorithms from the fields of text mining and bioinformatics such as text indexing, Markov models, decision trees, suffix trees, grammar inference, etc., afterwards.
It is roughly the same period of time that a significant advance and maturity take place in the fields of text mining and Web technology.
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We turned to new techniques in the field of text analytics to better understand what might distinguish the content of non-partisan books from their more partisan kin – in other words, to figure out what makes them special.
Learning to rank has received great attentions in the field of text retrieval for several years.
Hadoop and MapReduce programming frameworks have powerful data processing capability, and become more mature solutions in the field of text analysis, natural language processing, and business data processing.
For processing the huge amount of unstructured text data, machine learning and deep learning have had some certain breakthrough in the field of text processing.
Within the research field of text mining, it has been shown that handcrafted lexicons are often not the best alternative for text classification tasks.
Even though MediaWiki stores its content in a database, each page of content is stored as a single field of text.
This paper presented a novel application of factored language models (FLMs) in the field of text generation, in which FLMs are intended to overcome data sparseness, an issue that is particularly prevalent in morphologically-rich language processing.
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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