Papers › Supervised Distributional Hypernym Discovery via Domain Adaptation
Supervised Distributional Hypernym Discovery via Domain Adaptation
Luis Espinosa-Anke, Jose Camacho-Collados, Claudio Delli Bovi, Horacio Saggion
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Tasks
ClusteringDomain AdaptationHypernym DiscoveryInformation RetrievalKnowledge GraphsNatural Language InferenceOpen Information ExtractionQuestion AnsweringWord Sense Disambiguation
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Hypernym Discovery | General | vTE | MAP | 10.60 | #2 of 8 | Archive leaderboard | report |
| Hypernym Discovery | General | vTE | MRR | 23.83 | #2 of 8 | Archive leaderboard | report |
| Hypernym Discovery | General | vTE | P@5 | 9.91 | #2 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Medical domain | vTE | MAP | 18.84 | #4 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Medical domain | vTE | MRR | 41.07 | #4 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Medical domain | vTE | P@5 | 20.71 | #4 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Music domain | vTE | MAP | 12.99 | #4 of 7 | Archive leaderboard | report |
| Hypernym Discovery | Music domain | vTE | MRR | 39.36 | #4 of 7 | Archive leaderboard | report |
| Hypernym Discovery | Music domain | vTE | P@5 | 12.41 | #4 of 7 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
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