Skip to Main Content
Table 12 

The set of new features. The last two columns denote the number and percentage of examples for which the value of the feature is non-zero in examples generated from the 23 gold-standard graphs.

Name
Type
Description
#
%
Hyper. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is a hypernym (distance ≤ 2) of w1 in WordNet. 120 1.1 
Syno. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is a synonym of w1 in WordNet. 94 0.9 
Co-hypo. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is a co-hyponym of w1 in WordNet. 302 2.8 
WN Ant. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is an antonym of w1 in WordNet. 0.06 
VO Ant. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is an antonym of w1 in VerbOcean. 25 0.2 
WN Ant. 2 boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is an antonym of w1 in WordNet. 22 0.2 
VO Ant. 2 boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is an antonym of w1 in VerbOcean. 73 0.7 
Derivation boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is a derivation of w1 in WordNet or CATVAR. 78 0.7 
Entailment boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is entailed by w1 in WordNet. 20 0.2 
FRED boolean Whether t1 entails t2 in FRED. 0.08 
Nomlex boolean Whether t1 entails t2 in Nomlex. 0.07 
VO strong boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is stronger thanw1 in VerbOcean. 104 
VO simil. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is similar tow1 in VerbOcean. 191 1.8 
Positive boolean Disjunction of the features Hypernym, Synonym, Nomlex, and VO stronger. 289 2.7 
BAP real maxw1t1,w2t2BAP(w1,w2). 506 4.7 
Edit real Normalized edit-distance.  100 
Name
Type
Description
#
%
Hyper. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is a hypernym (distance ≤ 2) of w1 in WordNet. 120 1.1 
Syno. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is a synonym of w1 in WordNet. 94 0.9 
Co-hypo. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is a co-hyponym of w1 in WordNet. 302 2.8 
WN Ant. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is an antonym of w1 in WordNet. 0.06 
VO Ant. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is an antonym of w1 in VerbOcean. 25 0.2 
WN Ant. 2 boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is an antonym of w1 in WordNet. 22 0.2 
VO Ant. 2 boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is an antonym of w1 in VerbOcean. 73 0.7 
Derivation boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is a derivation of w1 in WordNet or CATVAR. 78 0.7 
Entailment boolean Whether there exists in (t1,t2) a pair of words (w1,w2) such that w2 is entailed by w1 in WordNet. 20 0.2 
FRED boolean Whether t1 entails t2 in FRED. 0.08 
Nomlex boolean Whether t1 entails t2 in Nomlex. 0.07 
VO strong boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is stronger thanw1 in VerbOcean. 104 
VO simil. boolean Whether (t1,t2) are identical except for a pair of words (w1,w2) such that w2 is similar tow1 in VerbOcean. 191 1.8 
Positive boolean Disjunction of the features Hypernym, Synonym, Nomlex, and VO stronger. 289 2.7 
BAP real maxw1t1,w2t2BAP(w1,w2). 506 4.7 
Edit real Normalized edit-distance.  100 
Close Modal

or Create an Account

Close Modal
Close Modal