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Include headlines, news articles or summaries, maps, photographs, and anything else that represents the topic.
Assume w i = t, where z i represents the topic variation of i th word, → i means exclude element i, n k t is the occurrence time of word t in topic k, βt is the priori of Dirichlet distribution, n m(k) is the frequency of topic k in document m, αk is the Dirichlet priori of topic k.
A phrase reinforcement learning has been proposed in [145] where a starting phrase represents the topic for which generating a summary of tweets has been proposed, and this best partial summary represents the selection of path with the maximum sum of weights along the path [145].
This is where you can type a keyword or two that best represents the topic that you would like to write about.
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When studying postmodernism I asked my class to embed media into an image that represented the topic and they found everything from degree level articles to McDonalds adverts.
And finally in fourth step a word w from ( {theta}_t ) is selected to represent the topic for the text document.
"I try to think of different ways to represent the topic metaphorically.
Nor is there anything wrong with the desire to improve oneself, to feel more confident, to be the best one can be, etc., but if you do so, please don't pretend that you didn't alter yourself with surgery if you are asked to represent the topic on a major magazine cover story.
A pool of statements that could potentially describe and sufficiently represent the topic of investigation was generated.
While this is sufficient for comparing the shape of the probability distributions of documents, we also color the strips with a distinct color representing the topic, as shown in Figure 2B in the bottom row.
Codes were then derived, existing codes were revised if new codes emerged (further coding and recoding), and further analysis was conducted to develop themes that could authentically and accurately represent the topic being studied [ 16].
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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