[PDF][PDF] Word sense disambiguation using label propagation based semi-supervised learning

ZY Niu, D Ji, CL Tan - Proceedings of the 43rd Annual Meeting of …, 2005 - aclanthology.org
Shortage of manually sense-tagged data is an obstacle to supervised word sense
disambiguation methods. In this paper we investigate a label propagation based …

Unsupervised word-sense disambiguation using bilingual comparable corpora

H Kaji, Y Morimoto - IEICE transactions on information and systems, 2005 - search.ieice.org
An unsupervised method for word-sense disambiguation using bilingual comparable
corpora was developed. First, it extracts word associations, ie, statistically significant pairs of …

一种句型转换和近似机器翻译方法及算法

杨宪泽, 雷开彬, 吴守宪, 张上游, 宁爱华 - 计算机工程与科学, 2005 - joces.nudt.edu.cn
种句型转换和近似机器翻译方法及算法 Page 1 CN43—1258/TP ISSN 1007—130X 计算机
工程与科学 COMPUTER ENGINEERING & SCIENCE 2005年第27卷第l1期 Vo1.27,No.9,2005 …

A clustering approach for the unsupervised recognition of nonliteral language

J Birke - 2005 - summit.sfu.ca
In this thesis we present TroFi, a system for separating literal and nonliteral usages of verbs
through unsupervised statistical word-sense disambiguation and clustering techniques …

Word sense disambiguation by relative selection

HC Seo, HC Rim, MG Jang - … Conference, Jeju Island, Korea, October 11 …, 2005 - Springer
This paper describes a novel method for a word sense disambiguation that utilizes relatives
(ie synonyms, hypernyms, meronyms, etc in WordNet) of a target word and raw corpora. The …

Improving word sense disambiguation by pseudo-samples

X Wang, Y Matsumoto - Natural Language Processing–IJCNLP 2004: First …, 2005 - Springer
Data sparseness is a major problem in word sense disambiguation. Automatic sample
acquisition and smoothing are two ways that have been explored to alleviate the influence of …

[PDF][PDF] Algorithms extracting linguistic relations and their evaluation

S Bordag - 2005 - Citeseer
Numerous unsupervised algorithms have been introduced with the goal of extracting
knowledge about relations between words. The foundations of these are co-occurrence …