Backup dining table contrasting brand new gold standard (rows) against work on dos of your own Trait Bagging classifier having we = one hundred (columns)

Backup dining table contrasting brand new gold standard (rows) against work on dos of your own Trait Bagging classifier having we = one hundred (columns)

Dark-gray cells high light this new confusion between your qualitative and you may experience kinds; medium-gray muscle high light this new overgeneration out-of polysemous adjectives; light-grey tissues highlight the alternative circumstances, which is, the newest generation out-of monosemous adjectives which should was marked due to the fact polysemous.

Next significant supply of errors ‘s the overgeneration off polysemous adjectives (find medium-gray shady tissues): there are twenty-six adjectives marked because monosemous by benefits and you will tasked an excellent polysemous group of the program. To compare, the opposite case (we.age., tagging polysemous adjectives while the monosemous) makes up 13 mistakes only (select light-grey shady tissue). I 2nd view the two chief version of errors in more detail.

5.5.1 Identifying ranging from Qualitative and you may Feel Adjectives

Derivational versions throughout the qualitative (Q) and skills-associated (E) kinds. The fresh new taverns represent this new classes, additionally the colors new derivational models, given that found from the legend.

Derivational products from the qualitative (Q) and event-associated (E) classes. This new pubs portray the new classes, and the tone the fresh new derivational brands, because the shown on the legend.

In fact, the course shipments may vary into suffix (discover Table thirteen): Specific types, including -or together with participle, let you know a very clear predominance of feel class (come across dark-grey shaded tissue); other types, such as for instance -ble, -iu, or -nt, be pass on within their shipping (get a hold of white-gray shaded tissues). Hence, the fresh suffix generally seems to determine new ensuing indication, which includes energetic-such as suffixes strengthening an even more transparent relation to the event (creador ‘creating’, exportador ‘exporting’, recomanat ‘recommended’), and several passive-such as for example otherwise stative suffixes are prone to undertaking a good stative meaning (contingent ‘contingent’, formidable ‘solid | terrific’, significatiu ‘significant’). The new aspectual class of the fresh new drawing verb (Vendler 1957) and takes on a task: By way of example, even though the meaning of plentiful (‘abundant’) is related to that the verb abundar (‘abound’), it clearly has actually a very stative (property-like) meaning than just many most other enjoy adjectives, due to the fact that brand new deriving verb is stative. Respectively, numerous try classified since qualitative because of the Trait Bagging formula. This adaptation regarding morphology–semantics screen is additionally reflected throughout the function well worth distributions, once the might possibly be found subsequently.

Contingency desk of the very frequent deverbal suffixes (rows) and category (columns). Dark-gray cells stress suffixes one generally carry out enjoy-relevant adjectives, and you will white-grey muscle indicate suffixes which have a far more pass on class shipments.

Function worth delivery across kinds qualitative (Q), event-associated (E), and you can relational (R) to have 9 chose enjoys (select Section 5.dos into the concept of these characteristics).

Element worth shipments around the categories qualitative (Q), event-associated (E), and you can relational (R) to have 9 selected have (pick Area 5.dos to your definition of these features).

The rest keeps do not let you know differences between event and you may qualitative adjectives, but alternatively services regarding relational adjectives

As well as the services that were currently known, the brand new contour signifies that relational adjectives are available more often from inside the specified NPs acting as preposition matches (graphs Elizabeth and you may H). Ergo, the common syntactic framework to have good relational adjective is actually preposition + certain determiner + noun + relational adjective). This type of adjective including appears some more frequently that have female lead nouns, which is because, when you look at the Catalan, many conceptual nouns (fisica ‘physics’, capacitat ‘ability’) is actually women, to possess morphological factors. These types of nouns are often changed of the relational adjectives to choose to own subtypes of the class of things denoted of the nouns (McNally and Boleda 2004).

Some other issue in the distributional characterization of your skills group is actually that it is quite heterogeneous, due to the variation at morphology–semantics program mentioned before. It is traced for the Contour 4 because of the fact that for most of your enjoys, the box of enjoy classification is larger than the container of your own most other two categories, meaning that there can be significantly more version from inside the event group than when you look at the most other one or two classes.

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