tor via a linear combination of all the elements of the input vector (right part of Figure 1); in other words, possible interdependencies between different features are also taken into account, offering (in principle) more power.
what we really want is a vector where all the dissolving-related components will be eliminated, since they are irrelevant to the way the word 'run' is used in the sentence.