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ACL
2003
15 years 9 days ago
Word Sense Disambiguation Using Pairwise Alignment
In this paper, we proposed a new supervised word sense disambiguation (WSD) method based on a pairwise alignment technique, which is used generally to measure a similarity between...
Koichi Yamashita, Keiichi Yoshida, Yukihiro Itoh
103
Voted
ICAI
2004
15 years 9 days ago
Using Relevant Domains Resource for Word Sense Disambiguation
This paper presents a new method for Word Sense Disambiguation based on the WordNet Domains lexical resource [4]. The underlaying working hypothesis is tha...
Sonia Vázquez, Andrés Montoyo, Germa...
97
Voted
ACL
2003
15 years 9 days ago
Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study
A central problem of word sense disambiguation (WSD) is the lack of manually sense-tagged data required for supervised learning. In this paper, we evaluate an approach to automati...
Hwee Tou Ng, Bin Wang, Yee Seng Chan
EMNLP
2006
15 years 9 days ago
Graph-based Word Clustering using a Web Search Engine
Word clustering is important for automatic thesaurus construction, text classification, and word sense disambiguation. Recently, several studies have reported using the web as a c...
Yutaka Matsuo, Takeshi Sakaki, Koki Uchiyama, Mits...
EACL
2006
ACL Anthology
15 years 9 days ago
Determining Word Sense Dominance Using a Thesaurus
The degree of dominance of a sense of a word is the proportion of occurrences of that sense in text. We propose four new methods to accurately determine word sense dominance using...
Saif Mohammad, Graeme Hirst
66
Voted
EACL
2006
ACL Anthology
15 years 9 days ago
Word Sense Induction: Triplet-Based Clustering and Automatic Evaluation
In this paper a novel solution to automatic and unsupervised word sense induction (WSI) is introduced. It represents an instantiation of the `one sense per collocation' obser...
Stefan Bordag
86
Voted
EMNLP
2004
15 years 10 days ago
Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias
This paper explores the large-scale acquisition of sense-tagged examples for Word Sense Disambiguation (WSD). We have applied the "WordNet monosemous relatives" method t...
Eneko Agirre, David Martínez
ACL
2006
15 years 10 days ago
Word Sense and Subjectivity
Subjectivity and meaning are both important properties of language. This paper explores their interaction, and brings empirical evidence in support of the hypotheses that (1) subj...
Janyce Wiebe, Rada Mihalcea
88
Voted
ACL
2006
15 years 10 days ago
A Hybrid Relational Approach for WSD - First Results
We present a novel hybrid approach for Word Sense Disambiguation (WSD) which makes use of a relational formalism to represent instances and background knowledge. It is built using...
Lucia Specia
ACL
2006
15 years 10 days ago
An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation
This paper presents a new approach based on Equivalent Pseudowords (EPs) to tackle Word Sense Disambiguation (WSD) in Chinese language. EPs are particular artificial ambiguous wor...
Zhimao Lu, Haifeng Wang, Jianmin Yao, Ting Liu, Sh...