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Some rarely mentioned candidate aspects are added to the list for their strong aspects-like nature.
They generated a list of candidate aspects above a frequency threshold and then removed candidate aspects that do not exhibit aspects-like behavior.
Candidate aspects are mostly found in the form of nouns and noun phrases.
The sentiment words extracted through topic models as candidate aspects are pruned by considering them as non-aspect adjectives.
The key phrases from the pros and cons section are used to extract more candidate aspects, based on distributional similarity between them.
The precision of this technique was improved in Popescu and Etzioni (2007) by verifying aspect-entity relationship for candidate aspects through point-wise mutual information (PMI).
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(2011) to drop out irrelevant candidate aspect terms.
Topic models are extended differently to focus on candidate aspect terms only.
begin{aligned} PMI a,d)=frac{p a,d)}{p(a p(d)} end{aligned} (1)The later work with frequency-relation based approach is focused on applying more variety of relational filters to reduce the long list of frequent candidate aspect.
Even though he'd decided against restoring the western extension of the congestion charging zone, Livingstone was clearly the better candidate on all aspects of transport.
Quinoa is a perfect candidate for both aspects and the genome assembly reported in this study could greatly facilitate the research in either direction.
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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