@inproceedings{d8f8362ca2d445b3bfb4b8a11f9ac28c,
title = "A random walk approach to selectional preferences based on preference ranking and propagation",
abstract = "This paper presents an unsupervised random walk approach to alleviate data sparsity for selectional preferences. Based on the measure of preferences between predicates and arguments, the model aggregates all the transitions from a given predicate to its nearby predicates, and propagates their argument preferences as the given predicate's smoothed preferences. Experimental results show that this approach outperforms several state-of-the-art methods on the pseudo-disambiguation task, and it better correlates with human plausibility judgements.",
author = "Zhenhua Tian and Hengheng Xiang and Ziqi Liu and Qinghua Zheng",
year = "2013",
language = "英语",
isbn = "9781937284503",
series = "ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference",
publisher = "Association for Computational Linguistics (ACL)",
pages = "1169--1179",
booktitle = "Long Papers",
note = "51st Annual Meeting of the Association for Computational Linguistics, ACL 2013 ; Conference date: 04-08-2013 Through 09-08-2013",
}