300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes

Gábor Berend, Márton Makrai, Péter Földiák


Abstract
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.
Anthology ID:
S18-1152
Volume:
Proceedings of The 12th International Workshop on Semantic Evaluation
Month:
June
Year:
2018
Address:
New Orleans, Louisiana
Venue:
SemEval
SIGs:
SIGLEX | SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
928–934
Language:
URL:
https://aclanthology.org/S18-1152
DOI:
10.18653/v1/S18-1152
Bibkey:
Cite (ACL):
Gábor Berend, Márton Makrai, and Péter Földiák. 2018. 300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes. In Proceedings of The 12th International Workshop on Semantic Evaluation, pages 928–934, New Orleans, Louisiana. Association for Computational Linguistics.
Cite (Informal):
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes (Berend et al., SemEval 2018)
Copy Citation:
PDF:
https://aclanthology.org/S18-1152.pdf
Data
SemEval-2018 Task 9: Hypernym Discovery