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SemEval-2018 Task-9

Introduced by Jose Camacho-Collados et al. in SemEval-2018 Task 9: Hypernym Discovery1 Jun 2018 archive 2025-07-28

The SemEval-2018 hypernym discovery evaluation benchmark (Camacho-Collados et al. 2018) contains three domains (general, medical and music) and is also available in Italian and Spanish (not in this repository). For each domain a target corpus and vocabulary (i.e. hypernym search space) are provided. The dataset contains both concepts (e.g. dog) and entities (e.g. Manchester United) up to trigrams.

Source: NLP Progress

Image source: SemEval-2018 Task 9: Hypernym Discovery

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Hypernym Discovery General CRIM MAP 19.78 CRIM at SemEval-2018 Task 9: A Hybrid Approach to... gbcolborne/hypernym_discovery 8 Compare
Hypernym Discovery Medical domain CRIM MAP 34.05 CRIM at SemEval-2018 Task 9: A Hybrid Approach to... gbcolborne/hypernym_discovery 8 Compare
Hypernym Discovery Music domain CRIM MAP 40.97 CRIM at SemEval-2018 Task 9: A Hybrid Approach to... gbcolborne/hypernym_discovery 7 Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 37. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
NLP\_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach 0 1 1 Jun 2018 not harvested
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery 0 1 1 Jun 2018 not harvested
CRIM at SemEval-2018 Task 9: A Hybrid Approach to Hypernym Discovery 1 3 1 Jun 2018 not harvested
Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies 0 1 1 Jun 2018 not harvested
ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora 0 2 1 Jun 2018 not harvested
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes 0 3 1 Jun 2018 not harvested
SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings 0 3 26 May 2018 not harvested
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection 1 3 14 Dec 2016 not harvested
Supervised Distributional Hypernym Discovery via Domain Adaptation 0 3 1 Nov 2016 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Hypernym Discovery

License archive 2025-07-28

CC BY-SA 3.0

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • General
  • Medical domain
  • Music domain
  • SemEval-2018 Task-9

4 variant names, as the archive lists them.

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