Backup desk comparing this new gold standard (rows) against work on 2 of your Feature Bagging classifier which have i = one hundred (columns)

Dark-gray structure high light the brand new distress between your qualitative and you can feel classes; medium-grey structure focus on the new overgeneration regarding polysemous adjectives; light-grey tissue highlight the contrary situation, which is, new age bracket out-of monosemous adjectives that ought to was tagged because the polysemous.

Next major supply of mistakes is the overgeneration away from polysemous adjectives (come across medium-gray shady tissue): you will find twenty six adjectives marked as monosemous by the benefits and you will tasked a beneficial polysemous category of the program. Examine, the contrary situation (i.elizabeth., tagging polysemous adjectives once the monosemous) is the reason thirteen errors just (see light-grey shady tissue). I next glance at both main style of mistakes much more outline.

5.5.step 1 Identifying ranging from Qualitative and Feel Adjectives

Derivational types about qualitative (Q) and you may experiences-relevant (E) kinds. The brand new taverns show the fresh new classes, and the color the brand new derivational items, because found on the legend.

Derivational designs from the qualitative (Q) and feel-related (E) classes. The newest bars portray the new classes, and colors the brand new derivational items, due to the fact found from the legend.

In reality, the category shipping may vary on suffix (see Dining table thirteen): Specific types, for example -or additionally the participle, let you know a definite predominance of feel classification (see black-gray shaded cells); other designs, instance -ble, -iu, or -nt, be bequeath in their distribution (discover light-grey shady tissues). Therefore, new suffix generally seems to determine the fresh new resulting indication, with effective-eg suffixes strengthening an even more transparent relation to the big event (creador ‘creating’, exportador ‘exporting’, recomanat ‘recommended’), and several couch potato-such otherwise stative suffixes becoming prone to starting good stative meaning (contingent ‘contingent’, solid ‘formidable | terrific’, significatiu ‘significant’). The latest aspectual category of the brand new deriving verb (Vendler 1957) including plays a role: Including, while the meaning of abundant (‘abundant’) is comparable to that of the verb abundar (‘abound’), it clearly have a stative (property-like) definition than certain most other experiences adjectives, because the deriving verb try stative. Respectively, abundant is actually classified given that qualitative from the Attribute Bagging formula. That it variation throughout the morphology–semantics user interface is additionally reflected on feature worth distributions, while the would be found subsequently.

Contingency desk quite regular deverbal suffixes (rows) and you can class (columns). Dark-grey structure focus on suffixes you to definitely mainly create experience-associated adjectives, and you may white-gray muscle indicate suffixes that have a very give classification distribution.

Ability well worth delivery across the groups qualitative (Q), event-relevant (E), and you may relational (R) to possess nine chose has (look for Section 5.dos towards concept of these features).

Function worthy of distribution around the groups qualitative (Q), event-relevant (E), and you can relational (R) to possess 9 picked keeps (discover Part 5.dos on the concept of these characteristics).

The remaining features don’t tell you differences between event and you may qualitative adjectives, but alternatively qualities away from relational adjectives

Plus the qualities that were already understood, the new contour signifies that relational adjectives are available more frequently during the distinct NPs becoming preposition matches (graphs Age and you will H). For this reason, an average syntactic context to have a relational adjective are preposition + chosen determiner + noun + relational adjective). These types of adjective and additionally looks slightly more frequently having female direct nouns, and this can be because, in Catalan, of a lot conceptual nouns (fisica ‘physics’, capacitat ‘ability’) is women, having morphological reasons. This type of nouns are altered of the relational adjectives to pick for subtypes of the group of items denoted by the nouns (McNally and you can Boleda 2004).

Several other challenge on distributional characterization of experiences group try the fact it is also heterogeneous, considering the variation on morphology–semantics screen mentioned before. This really is tracked within the Profile cuatro because of the simple fact that for the majority of your has, the container of the experience classification are bigger than the box of almost every other several kinds, and therefore there is alot more version into the experiences classification than just for the other one or two groups.