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Topic word sets for each topic: the collection of terms with associated occurrence frequencies that characterise a topic.
The high proportion of the papers containing a topic word at certain levels reflects the typicality of the topic.
The MALLET LDA topic modelling implementation produces two main outputs that will be referred to further analysis: 1. Topic word sets for each topic: the collection of terms with associated occurrence frequencies that characterise a topic.
If a post contains a trending topic word or phrase, Facebook will recognize it as timely and show it to friends and or people who follow that Page sooner and higher in the feed.
Once a topic word or phrase has been established, it can be extended across succeeding sentences.
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He speaks at breakneck speed, in rich Irish sing-song, without drawing breath, enthusiastic, buzzing from topic to topic, words tumbling, looping and doubling back.
There exists underlying relationships from topic words to the content which can contribute to summarization task.
We identified topics using hashtags, self-categorized topic words preceded by the # sign.
Unlike previous studies [23, 24], we did not select tweets based on protest-related topic words.
Over half the papers of PNAS 1999 2013 contain the topic words "system" and "control" [42].
First, based on topic modeling, we extract the candidate sentences associated with topic words from a preprocessed novel document.
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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