Getting ready to leave for #iclc16 in Düsseldorf, here a small teaser for my talk on Tuesday 14:45 on the #affix rivalry between -ity and -ness in #English:
Why to some adjectives take -ity (insular -> insularity), while others take -ness (red -> redness)? Many factors have been considered, I use #distributionalSemantics to explore the role of the adjective's meaning. Mapping the vectors on a two dimensional space with t-SNE, a dimensionality reduction technique, the resulting visualization shows that adjective meaning might indeed be a highly relevant factor. For example, even for adjectives with the same ending -ive, the bases of those taking -ity (e.g. narrativity) and those taking -ness (distinctiveness) fall into two clear clusters.
Looking forward to seeing some of you there :)
#wordformation