Automatic rule generation and optimization
In general, people want more efficient way for rule creation.
Idea is to give labelled text as input Sentence -> Label, Sentence -> label
and to generate rules out of it.
Simply generating rules may be quite trivial task (just add bunch of WORD("...")
), however, optimization part is quite a must. Meaning, that if there's several rules with same label, we …
In general, people want more efficient way for rule creation.
Idea is to give labelled text as input Sentence -> Label, Sentence -> label
and to generate rules out of it.
Simply generating rules may be quite trivial task (just add bunch of WORD("...")
), however, optimization part is quite a must. Meaning, that if there's several rules with same label, we need to find a way to merge most of them while keeping same accuracy. This part is not as trivial.
Optimization itself can be quite useful in normal workflow as well. When decent quality is reached, we can provide even user written rules some optimization, which will result in faster processing.