Papers › 300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes
G{\'a}bor Berend, M{\'a}rton Makrai, P{\'e}ter F{\"o}ldi{\'a}k
This paper describes 300-sparsians{'}s participation in SemEval-2018 Task 9: Hypernym Discovery, with a system based on sparse coding and a formal concept hierarchy obtained from word embeddings. Our system took first place in subtasks (1B) Italian (all and entities), (1C) Spanish entities, and (2B) music entities.
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Tasks
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Hypernym Discovery | General | 300-sparsans | MAP | 8.95 | #4 of 8 | Archive leaderboard | report |
| Hypernym Discovery | General | 300-sparsans | MRR | 19.44 | #4 of 8 | Archive leaderboard | report |
| Hypernym Discovery | General | 300-sparsans | P@5 | 8.63 | #4 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Medical domain | 300-sparsans | MAP | 20.75 | #3 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Medical domain | 300-sparsans | MRR | 40.60 | #3 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Medical domain | 300-sparsans | P@5 | 21.43 | #3 of 8 | Archive leaderboard | report |
| Hypernym Discovery | Music domain | 300-sparsans | MAP | 29.54 | #3 of 7 | Archive leaderboard | report |
| Hypernym Discovery | Music domain | 300-sparsans | MRR | 46.43 | #3 of 7 | Archive leaderboard | report |
| Hypernym Discovery | Music domain | 300-sparsans | P@5 | 28.86 | #3 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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