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Learning syntactic patterns for automatic hypernym discovery.
The algorithm searches through each essay, compares the syntactic patterns in the ungraded essay to the pattern of essays in the training set, and assigns a grade based on its similarity with those syntactic patterns.
* Learning syntactic patterns for automatic hypernym discovery, Rion Snow, Dan Jurafsky and Andrew Y . Ng
Learning syntactic patterns for automatic hypernym discovery, Rion Snow, Dan Jurafsky and Andrew Y . Ng
If those syntactic patterns are more similar to a low-scoring essay, the software assigns a low score.
Parts of bilingual syntactic patterns are obtained from the bilingual phrase dictionary.
An experienced writer is able to rely on the power of his habitual choices of sounds, words, and syntactic patterns to convey his personality or fundamental outlook.
One is lexical distinctiveness: in aggregate, memorable quotes use less common word choices, but at the same time are built upon a scaffolding of common syntactic patterns.
Specifically, these relationships are extracted by using a set of syntactic patterns and part-of-speech tagging.
Fixed syntactic patterns are also used for expressing opinions which are composed of part-of-speech (POS) tags.
There are other sets of dual-subject EPs that associate different subject roles with varied syntactic patterns.
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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