Sciweavers

Free Online Productivity Tools i2Speak i2Symbol i2OCR iTex2Img iWeb2Print iWeb2Shot i2Type iPdf2Split iPdf2Merge i2Bopomofo i2Arabic i2Style i2Image i2PDF iLatex2Rtf Sci2ools

12

IJCAI
2003

favoriteEmaildiscussreport

96views Artificial Intelligence» more IJCAI 2003»

Extended Gloss Overlaps as a Measure of Semantic Relatedness

13 years 5 months ago

Extended Gloss Overlaps as a Measure of Semantic Relatedness

Download www.d.umn.edu

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 unique in that it extends the glosses of the concepts under consideration to include the glosses of other concepts to which they are related according to a given concept hierarchy. We show that this new measure reasonably correlates to human judgments. We introduce a new method of word sense disambiguation based on extended gloss overlaps, and demonstrate that it fares well on the SENSEVAL-2 lexical sample data.

Satanjeev Banerjee, Ted Pedersen

Real-time Traffic

Glosses | IJCAI 2003 | IJCAI 2007 | Semantic Relatedness | Word Sense Disambiguation |

claim paper

Related Content

» Measuring semantic similarity using wordnetbased context vectors

» Using Wiktionary for Computing Semantic Relatedness

» Wisdom of crowds versus wisdom of linguists measuring the semantic relatedness of words

» Text Relatedness Based on a Word Thesaurus

» Gene Ontology term overlap as a measure of gene functional similarity

» Corpusbased Semantic Relatedness for the Construction of Polish WordNet

» A Feature and Information Theoretic Framework for Semantic Similarity and Relatedness

» Explanatory semantic relatedness and explicit spatialization for exploratory search

» Testing Semantic Similarity Measures for Extracting Synonyms from a Corpus

Post Info
More Details (n/a)

Added	31 Oct 2010
Updated	31 Oct 2010
Type	Conference
Year	2003
Where	IJCAI
Authors	Satanjeev Banerjee, Ted Pedersen

Comments (0)