Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion

Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh

Abstract
In this paper, we presented a WSD system that uses LDA topics for semantic expansion of document words. Our system also uses sense frequency information from SemCor to give higher priority to the senses which are more probable to happen.
Anthology ID:
W19-3604
Volume:
Proceedings of the 2019 Workshop on Widening NLP
Month:
August
Year:
2019
Address:
Florence, Italy
Editors:
Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem
Venue:
WiNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
10
Language:
URL:
https://aclanthology.org/W19-3604
DOI:
Bibkey:
Cite (ACL):
Hossein Rouhizadeh, Mehrnoush Shamsfard, and Masoud Rouhizadeh. 2019. Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion. In Proceedings of the 2019 Workshop on Widening NLP, page 10, Florence, Italy. Association for Computational Linguistics.
Cite (Informal):
Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion (Rouhizadeh et al., WiNLP 2019)
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