@inproceedings{held-habash-2019-effectiveness,
title = "The Effectiveness of Simple Hybrid Systems for Hypernym Discovery",
author = "Held, William and
Habash, Nizar",
editor = "Korhonen, Anna and
Traum, David and
M{\`a}rquez, Llu{\'i}s",
booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://preview.aclanthology.org/fix-sig-urls/P19-1327/",
doi = "10.18653/v1/P19-1327",
pages = "3362--3367",
abstract = "Hypernymy modeling has largely been separated according to two paradigms, pattern-based methods and distributional methods. However, recent works utilizing a mix of these strategies have yielded state-of-the-art results. This paper evaluates the contribution of both paradigms to hybrid success by evaluating the benefits of hybrid treatment of baseline models from each paradigm. Even with a simple methodology for each individual system, utilizing a hybrid approach establishes new state-of-the-art results on two domain-specific English hypernym discovery tasks and outperforms all non-hybrid approaches in a general English hypernym discovery task."
}
Markdown (Informal)
[The Effectiveness of Simple Hybrid Systems for Hypernym Discovery](https://preview.aclanthology.org/fix-sig-urls/P19-1327/) (Held & Habash, ACL 2019)
ACL