Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies

Mihaela Onofrei, Ionuț Hulub, Diana Trandabăț, Daniela Gîfu


Abstract
This paper presents the participation of Apollo’s team in the SemEval-2018 Task 9 “Hypernym Discovery”, Subtask 1: “General-Purpose Hypernym Discovery”, which tries to produce a ranked list of hypernyms for a specific term. We propose a novel approach for automatic extraction of hypernymy relations from a corpus by using dependency patterns. We estimated that the application of these patterns leads to a higher score than using the traditional lexical patterns.
Anthology ID:
S18-1146
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:
898–902
Language:
URL:
https://aclanthology.org/S18-1146
DOI:
10.18653/v1/S18-1146
Bibkey:
Cite (ACL):
Mihaela Onofrei, Ionuț Hulub, Diana Trandabăț, and Daniela Gîfu. 2018. Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies. In Proceedings of The 12th International Workshop on Semantic Evaluation, pages 898–902, New Orleans, Louisiana. Association for Computational Linguistics.
Cite (Informal):
Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies (Onofrei et al., SemEval 2018)
Copy Citation:
PDF:
https://aclanthology.org/S18-1146.pdf
Data
SemEval-2018 Task 9: Hypernym Discovery