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» A New Approach to Word Sense Disambiguation
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IJCAI
2003
14 years 4 days ago
Extended Gloss Overlaps as a Measure of Semantic Relatedness
This paper presents a new measure of semantic relatedness between concepts that is based on the number of shared words (overlaps) in their definitions (glosses). This measure is ...
Satanjeev Banerjee, Ted Pedersen
ACL
2004
14 years 6 days ago
Unsupervised Sense Disambiguation Using Bilingual Probabilistic Models
We describe two probabilistic models for unsupervised word-sense disambiguation using parallel corpora. The first model, which we call the Sense model, builds on the work of Diab ...
Indrajit Bhattacharya, Lise Getoor, Yoshua Bengio
I3E
2010
129views Business» more  I3E 2010»
13 years 9 months ago
Achieving Meaning Understanding in E-Marketplace through Document Sense Disambiguation
E-marketplace has a very important requirement of achieving mutual meaning understanding between sellers and buyers. To meet this requirement, this paper has proposed a novel SD-DS...
Jingzhi Guo, Guangyi Xiao
CICLING
2003
Springer
14 years 4 months ago
Automatic Sense Disambiguation of the Near-Synonyms in a Dictionary Entry
We present an automatic method to disambiguate the senses of the near-synonyms in the entries of a dictionary of synonyms. We combine different indicators that take advantage of th...
Diana Zaiu Inkpen, Graeme Hirst
ACL
2006
14 years 5 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