Contingency desk researching new gold standard (rows) facing manage dos of one’s Feature Bagging classifier which have we = one hundred (columns)

Dark-grey tissues high light new frustration between the qualitative and you will skills categories; medium-gray muscle stress the fresh overgeneration regarding polysemous adjectives; light-grey tissues emphasize the exact opposite case, that’s, new age bracket of monosemous adjectives which ought to was indeed tagged once the polysemous.

The second major supply of errors is the overgeneration out of polysemous adjectives (come across medium-grey shady tissues): you can find twenty six adjectives marked given that monosemous because of the experts and you can tasked a good polysemous classification by program. To compare, the alternative instance (i.elizabeth., marking polysemous adjectives because the monosemous) makes up thirteen problems just (see light-gray shaded tissue). I second look at the two chief variety of mistakes much more outline.

5.5.step 1 Pinpointing ranging from Qualitative and Enjoy Adjectives

Derivational models from the qualitative (Q) and you can enjoy-related (E) kinds. The newest pubs show new kinds, in addition to tone this new derivational brands, while the shown on legend.

Derivational types on the qualitative (Q) and you can event-associated (E) classes. New taverns portray the fresh classes, plus the color the fresh derivational models, since found on legend.

In fact, the class shipping varies toward suffix (pick Table 13): Particular brands, instance -otherwise additionally the participle, inform you a very clear predominance of your enjoy group (discover black-gray shady tissues); other styles, such as for instance -ble, -iu, otherwise -nt, be much more spread within their distribution (look for white-gray shaded tissue). Hence, the fresh new suffix appears to determine this new ensuing readings, with a few productive-for example suffixes building a much more transparent reference to the event (creador ‘creating’, exportador ‘exporting’, recomanat ‘recommended’), and some couch potato-for example otherwise stative suffixes being prone to carrying out an effective stative definition (contingent ‘contingent’, solid ‘solid | terrific’, significatiu ‘significant’). The latest aspectual category of new deriving verb (Vendler 1957) along with takes on a job: As an example, although the concept of numerous (‘abundant’) resembles that the brand new verb abundar (‘abound’), it clearly provides a more stative (property-like) meaning than just many of the most other experiences adjectives, because the latest deriving verb is actually stative. Respectively, plentiful are categorized as qualitative from the Attribute Bagging algorithm. Which variation from the morphology–semantics screen is also reflected on element value distributions, just like the could well be revealed after that.

Contingency table of the most extremely regular deverbal suffixes (rows) and you will group (columns). Dark-grey tissue emphasize suffixes one mainly manage event-related adjectives, and you will light-grey structure suggest suffixes having a very spread group delivery.

Ability worth shipments round the categories qualitative (Q), event-relevant (E), and you may relational (R) for nine chose provides (come across Section 5.dos to the definition of these characteristics).

Element well worth shipment across kinds qualitative (Q), event-associated (E), and you may relational (R) for 9 chose has actually (come across Part 5.2 with the definition of these features).

The remaining have don’t show differences when considering feel and qualitative adjectives, but alternatively attributes out of relational adjectives

Also the properties that have been currently understood, the fresh contour shows that relational adjectives come more frequently inside specific NPs becoming preposition goes with (graphs E and H). Ergo, an average syntactic perspective to have a good relational adjective try preposition + special determiner + noun + relational adjective). These types of adjective including appears a bit with greater regularity with female direct nouns, which could be due to the fact that, inside the Catalan, many abstract nouns (fisica ‘physics’, capacitat ‘ability’) try women, to have morphological explanations. This largefriends tips type of nouns are often changed because of the relational adjectives to pick to possess subtypes of your own class of things denoted by the nouns (McNally and you will Boleda 2004).

Some other complications regarding distributional characterization of your feel category is actually the truth that it is extremely heterogeneous, due to the type at morphology–semantics program mentioned before. It is tracked during the Profile 4 because of the simple fact that for almost all of your have, the package of your enjoy class is actually bigger than the box of one’s other several classes, meaning that there can be more variation inside the feel group than in almost every other several classes.