@inproceedings{61eb59b901234d4ba449055022a71a31,
title = "A cognitively motivated word sense induction algorithm",
abstract = "The way in which word senses are produced and identified is of great interest to cognitive sciences as well as to various applications in natural language processing. In this paper, we present a cognitively inspired algorithm of word sense induction. The algorithm fuses the distributional and perceptual information of words. By drawing on minimal resources -word collocations and their level of concreteness/abstractness -our algorithm automatically produces for each target noun a graph that is an endomap with a maximal number of 50 nodes. This graph represents the major senses associated with the noun. Tested on a word sense disambiguation task and on psychological data, our algorithm gains significant empirical support for its efficiency.",
keywords = "cognition, embodiment, word sense disambiguation, word sense induction",
author = "Yair Neuman and Dan Assaf and Yohai Cohen",
year = "2013",
month = jan,
day = "1",
doi = "10.1109/CCMB.2013.6609167",
language = "English",
isbn = "9781467358712",
series = "Proceedings of the 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, CCMB 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013",
publisher = "Institute of Electrical and Electronics Engineers",
pages = "66--72",
booktitle = "Proceedings of the 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, CCMB 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013",
address = "United States",
note = "2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, CCMB 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 ; Conference date: 16-04-2013 Through 19-04-2013",
}