Automatic Construction and Evaluation of a Large Semantically Enriched Wikipedia
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. Pages 2894-2899.
Abstract
The hyperlink structure of Wikipedia constitutes a key resource for many Natural Language Processing tasks and applications, as it provides several million semantic annotations of entities in context. Yet only a small fraction of mentions across the entire Wikipedia corpus is linked. In this paper we present the automatic construction and evaluation of a Semantically Enriched Wikipedia in which the overall number of linked mentions has been more than tripled solely by exploiting the structure of Wikipedia itself and the wide-coverage sense inventory of BabelNet. As a result we obtain a sense-annotated corpus with more than 200 million annotations of over 4 million different concepts and named entities. We then show that our corpus leads to competitive results on multiple tasks, such as Entity Linking and Word Similarity.
@inproceedings{ijcai2016p411,
title = {Automatic Construction and Evaluation of a Large Semantically Enriched Wikipedia},
author = {Raganato, Alessandro and Bovi, Claudio Delli and Navigli, Roberto},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI-16}},
publisher = {AAAI Press / International Joint Conferences on Artificial Intelligence},
editor = {Subbarao Kambhampati},
pages = {2894--2899},
year = {2016},
month = {7},
url = {https://ijcai.org/proceedings/2016/411},
}
TY - CPAPER TI - Automatic Construction and Evaluation of a Large Semantically Enriched Wikipedia AU - Raganato, Alessandro AU - Bovi, Claudio Delli AU - Navigli, Roberto T2 - Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16 PB - AAAI Press / International Joint Conferences on Artificial Intelligence PY - 2016 SP - 2894 EP - 2899 UR - https://ijcai.org/proceedings/2016/411 ER -Copied
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