Backup table evaluating the newest gold standard (rows) up against work at dos of your Trait Bagging classifier having we = a hundred (columns)

Dark-gray muscle highlight brand new distress between the qualitative and you will enjoy categories; medium-grey tissues stress the fresh overgeneration away from polysemous adjectives; light-grey tissue stress the exact opposite case, that’s, this new age group regarding monosemous adjectives which should was indeed tagged due to the fact polysemous.

Another significant way to obtain mistakes ‘s the overgeneration from polysemous adjectives (look for medium-gray shaded muscle): http://datingranking.net/russiancupid-review/ you can find twenty-six adjectives marked because monosemous by pros and you may tasked a beneficial polysemous classification of the program. Evaluate, the exact opposite circumstances (we.e., tagging polysemous adjectives as monosemous) makes up about 13 problems simply (look for light-grey shady muscle). I 2nd see the two fundamental sorts of mistakes in more outline.

5.5.step 1 Determining ranging from Qualitative and you will Event Adjectives

Derivational designs about qualitative (Q) and you will skills-related (E) classes. The fresh new pubs depict the fresh groups, additionally the colors the fresh new derivational types, as revealed from the legend.

Derivational products from the qualitative (Q) and you can knowledge-related (E) classes. Brand new taverns depict the fresh new kinds, and the shade brand new derivational systems, while the revealed on legend.

Actually, the class shipping may vary towards the suffix (come across Dining table 13): Some brands, particularly -otherwise and the participle, show an obvious predominance of one’s feel category (look for black-gray shady structure); other forms, such -ble, -iu, or -nt, be more spread within their shipping (look for white-grey shady cells). Thus, the new suffix appears to dictate this new resulting indication, with effective-including suffixes strengthening a much more clear reference to the big event (creador ‘creating’, exportador ‘exporting’, recomanat ‘recommended’), and some passive-including or stative suffixes are prone to performing a good stative definition (contingent ‘contingent’, solid ‘solid | terrific’, significatiu ‘significant’). The fresh aspectual category of this new deriving verb (Vendler 1957) in addition to takes on a job: Including, while the meaning of plentiful (‘abundant’) is related to that of the verb abundar (‘abound’), they demonstrably has a very stative (property-like) meaning than simply certain most other feel adjectives, because the new drawing verb is stative. Correspondingly, plentiful is actually categorized given that qualitative from the Attribute Bagging formula. That it version from the morphology–semantics screen is additionally mirrored from the function worth withdrawals, just like the will be shown then.

Backup table of the very regular deverbal suffixes (rows) and you will group (columns). Dark-grey muscle emphasize suffixes you to definitely mostly manage skills-related adjectives, and you may white-gray muscle mean suffixes having a give classification shipments.

Element well worth distribution all over categories qualitative (Q), event-related (E), and you will relational (R) to own nine chosen keeps (discover Part 5.dos for the definition of these characteristics).

Element worth delivery across the groups qualitative (Q), event-related (E), and you can relational (R) having nine selected features (find Area 5.dos towards the definition of these features).

The rest enjoys don’t inform you differences when considering skills and you can qualitative adjectives, but instead qualities from relational adjectives

And the characteristics that have been already recognized, brand new shape implies that relational adjectives appear with greater regularity in specified NPs becoming preposition complements (graphs E and you will H). For this reason, an average syntactic framework to possess an excellent relational adjective was preposition + definite determiner + noun + relational adjective). These adjective including appears quite more often that have female direct nouns, and this can be due to the fact that, from inside the Catalan, many abstract nouns (fisica ‘physics’, capacitat ‘ability’) was female, to have morphological reasons. These nouns are usually altered by relational adjectives to choose to own subtypes of class of items denoted by the nouns (McNally and you can Boleda 2004).

Some other difficulty from the distributional characterization of knowledge group try the point that it is reasonably heterogeneous, because of the variation at the morphology–semantics software discussed earlier. This can be tracked from inside the Figure 4 from the undeniable fact that for the majority of the provides, the box of the event classification is bigger than the container of your almost every other two kinds, and thus there’s so much more adaptation inside enjoy classification than simply in the other a couple kinds.