Fine-grained evaluation (F1%) on German, Italian, and Dutch (test set); best result per synset shown in bold.
. | DRS . | 𝕌DRS . | |||
---|---|---|---|---|---|
. | Tree . | Tree-m2o . | Tree-o2m . | Tree . | Tree-o2m . |
de | |||||
DRS operator | 84.89 | 91.75 | 90.94 | 86.26 | 91.87 |
Role | 72.47 | 84.37 | 82.62 | 73.93 | 83.83 |
Concept | 69.08 | 81.69 | 78.21 | — | — |
Syns-Npun | 79.67 | 88.71 | 86.19 | — | — |
Syns-Verb | 41.38 | 63.69 | 58.82 | — | — |
Syns-Adjective | 50.32 | 69.54 | 59.64 | — | — |
Syns-Adverb | 14.29 | 0.00 | 25.00 | — | — |
it | |||||
DRS operator | 87.28 | 91.20 | 89.54 | 87.82 | 91.20 |
Role | 76.18 | 88.60 | 82.02 | 79.41 | 84.82 |
Concept | 71.35 | 81.63 | 77.60 | — | — |
Syns-Noun | 81.71 | 87.69 | 86.70 | — | — |
Syns-Verb | 44.48 | 66.13 | 53.91 | — | — |
Syns-Adjective | 52.35 | 70.16 | 62.11 | — | — |
Syns-Adverb | 0.00 | 0.00 | 0.00 | — | — |
nl | |||||
DRS operator | 79.90 | 92.98 | 89.05 | 82.69 | 93.58 |
Role | 64.08 | 83.54 | 77.72 | 65.57 | 77.75 |
Concept | 63.34 | 82.43 | 74.63 | — | — |
Syns-Noun | 74.66 | 88.59 | 82.68 | — | — |
Syns-Verb | 32.33 | 67.26 | 54.81 | — | — |
Syns-Adjective | 41.38 | 64.86 | 50.00 | — | — |
Syns-Adverb | 0.00 | 0.00 | 50.00 | — | — |
. | DRS . | 𝕌DRS . | |||
---|---|---|---|---|---|
. | Tree . | Tree-m2o . | Tree-o2m . | Tree . | Tree-o2m . |
de | |||||
DRS operator | 84.89 | 91.75 | 90.94 | 86.26 | 91.87 |
Role | 72.47 | 84.37 | 82.62 | 73.93 | 83.83 |
Concept | 69.08 | 81.69 | 78.21 | — | — |
Syns-Npun | 79.67 | 88.71 | 86.19 | — | — |
Syns-Verb | 41.38 | 63.69 | 58.82 | — | — |
Syns-Adjective | 50.32 | 69.54 | 59.64 | — | — |
Syns-Adverb | 14.29 | 0.00 | 25.00 | — | — |
it | |||||
DRS operator | 87.28 | 91.20 | 89.54 | 87.82 | 91.20 |
Role | 76.18 | 88.60 | 82.02 | 79.41 | 84.82 |
Concept | 71.35 | 81.63 | 77.60 | — | — |
Syns-Noun | 81.71 | 87.69 | 86.70 | — | — |
Syns-Verb | 44.48 | 66.13 | 53.91 | — | — |
Syns-Adjective | 52.35 | 70.16 | 62.11 | — | — |
Syns-Adverb | 0.00 | 0.00 | 0.00 | — | — |
nl | |||||
DRS operator | 79.90 | 92.98 | 89.05 | 82.69 | 93.58 |
Role | 64.08 | 83.54 | 77.72 | 65.57 | 77.75 |
Concept | 63.34 | 82.43 | 74.63 | — | — |
Syns-Noun | 74.66 | 88.59 | 82.68 | — | — |
Syns-Verb | 32.33 | 67.26 | 54.81 | — | — |
Syns-Adjective | 41.38 | 64.86 | 50.00 | — | — |
Syns-Adverb | 0.00 | 0.00 | 50.00 | — | — |