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Table 14 

Results of feature analysis. The second column denotes the proportion of manually annotated examples for which the feature value is non-zero. A detailed explanation of the other columns is provided in the body of the article.

Feature name
%
Ablation F1
Δ
Feature type
Prec.
Recall
Classification F1
h-b-B-pCt 8.2 39.3 −1    14.9 
h-b-B-pC 6.9 39.5 −0.8    33.2 
h-b-B-Ct 1.6 40.3    15.4 
h-b-B-C 1.6 40.5 0.2    11.2 
h-b-L-pCt 23.6 38.3 2.0    37.0 
h-b-L-pC 21.4 39.4 −0.9    35.2 
h-b-L-Ct 9.7 40.1 −0.2    27.3 
h-b-L-C 8.1 39.7 −0.6    14.1 
h-u-B-Ct 1.0 39.4 −0.9    10.9 
h-u-B-C 1.1 39.8 −0.5    12.6 
h-u-L-Ct 6.1 39.8 −0.5    18.5 
h-u-L-C 6.3 39.2 −1.1    19.3 
R-b-L-l 22.5 40.1 −0.2    26.7 
R-u-L-l 8.3 39.4 −0.9    23.2 
R-u-B-l 1.9 39.8 −0.5    16.7 
Lin & Pantel 8.8 38.7 −1.6    23.0 
Hyper. 1.1 38.7 −1.6 37.1 4.9 9.7 
Syno. 0.9 40.3 43.1 4.5 15.8 
Co-hypo. 2.8 40.1 −0.2 − 82.0 2.5 17.9 
WN ant. 0.06 39.8 −0.5 − 75.0 0.05 1.2 
VO ant. 0.2 40.1 −0.2 − 96.0 0.2 2.2 
WN ant. 2. 0.2 39.4 −0.9 − 59.1 0.1 2.7 
VO ant. 2 0.7 40.2 −0.1 − 98.6 0.7 2.2 
Derivation 0.7 39.5 −0.8 47.4 4.1 10.2 
Entailment 0.2 39.7 −0.6 15.0 0.3 1.2 
FRED 0.08 39.7 −0.6 77.8 0.8 3.2 
NomLex 0.07 39.8 −0.5 75.0 0.7 3.3 
VO strong. 39.4 −0.9 34.6 6.9 
VO simil. 1.8 39.4 −0.9 28.8 6.1 12.5 
Positive 2.7 39.8 −0.5 36.7 11.8 
BAP 4.7 40.1 −0.2    13.3 
Edit 100 39.9 −0.4    15.5 
Feature name
%
Ablation F1
Δ
Feature type
Prec.
Recall
Classification F1
h-b-B-pCt 8.2 39.3 −1    14.9 
h-b-B-pC 6.9 39.5 −0.8    33.2 
h-b-B-Ct 1.6 40.3    15.4 
h-b-B-C 1.6 40.5 0.2    11.2 
h-b-L-pCt 23.6 38.3 2.0    37.0 
h-b-L-pC 21.4 39.4 −0.9    35.2 
h-b-L-Ct 9.7 40.1 −0.2    27.3 
h-b-L-C 8.1 39.7 −0.6    14.1 
h-u-B-Ct 1.0 39.4 −0.9    10.9 
h-u-B-C 1.1 39.8 −0.5    12.6 
h-u-L-Ct 6.1 39.8 −0.5    18.5 
h-u-L-C 6.3 39.2 −1.1    19.3 
R-b-L-l 22.5 40.1 −0.2    26.7 
R-u-L-l 8.3 39.4 −0.9    23.2 
R-u-B-l 1.9 39.8 −0.5    16.7 
Lin & Pantel 8.8 38.7 −1.6    23.0 
Hyper. 1.1 38.7 −1.6 37.1 4.9 9.7 
Syno. 0.9 40.3 43.1 4.5 15.8 
Co-hypo. 2.8 40.1 −0.2 − 82.0 2.5 17.9 
WN ant. 0.06 39.8 −0.5 − 75.0 0.05 1.2 
VO ant. 0.2 40.1 −0.2 − 96.0 0.2 2.2 
WN ant. 2. 0.2 39.4 −0.9 − 59.1 0.1 2.7 
VO ant. 2 0.7 40.2 −0.1 − 98.6 0.7 2.2 
Derivation 0.7 39.5 −0.8 47.4 4.1 10.2 
Entailment 0.2 39.7 −0.6 15.0 0.3 1.2 
FRED 0.08 39.7 −0.6 77.8 0.8 3.2 
NomLex 0.07 39.8 −0.5 75.0 0.7 3.3 
VO strong. 39.4 −0.9 34.6 6.9 
VO simil. 1.8 39.4 −0.9 28.8 6.1 12.5 
Positive 2.7 39.8 −0.5 36.7 11.8 
BAP 4.7 40.1 −0.2    13.3 
Edit 100 39.9 −0.4    15.5 
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