4 months ago
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
{P{\'e}ter F{\o}ldi{\'a}k M{\'a}rton Makrai G{\'a}bor Berend}
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.
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| hypernym-discovery-on-general | 300-sparsans | MAP: 8.95 MRR: 19.44 P@5: 8.63 |
| hypernym-discovery-on-medical-domain | 300-sparsans | MAP: 20.75 MRR: 40.60 P@5: 21.43 |
| hypernym-discovery-on-music-domain | 300-sparsans | MAP: 29.54 MRR: 46.43 P@5: 28.86 |
Build AI with AI
From idea to launch — accelerate your AI development with free AI co-coding, out-of-the-box environment and best price of GPUs.
AI Co-coding
Ready-to-use GPUs
Best Pricing
Hyper Newsletters
Subscribe to our latest updates
We will deliver the latest updates of the week to your inbox at nine o'clock every Monday morning
Powered by MailChimp