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» Semantic text similarity using corpus-based word similarity ...
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AAAI
2004
13 years 8 months ago
Discriminating Among Word Meanings by Identifying Similar Contexts
Word sense discrimination is an unsupervised clustering problem, which seeks to discover which instances of a word/s are used in the same meaning. This is done strictly based on i...
Amruta Purandare, Ted Pedersen
EMNLP
2009
13 years 5 months ago
Semi-supervised Semantic Role Labeling Using the Latent Words Language Model
Semantic Role Labeling (SRL) has proved to be a valuable tool for performing automatic analysis of natural language texts. Currently however, most systems rely on a large training...
Koen Deschacht, Marie-Francine Moens
VL
1994
IEEE
164views Visual Languages» more  VL 1994»
13 years 11 months ago
Similarity Patterns in Language
Dotplot is a technique for visualizing patterns of string matches in millions of lines of text and code. Patterns may be explored interactively or detected automatically. Applicat...
Jonathan Helfman
ACSC
2005
IEEE
14 years 1 months ago
Measuring Semantic Similarity in the Taxonomy of WordNet
This paper presents a new model to measure semantic similarity in the taxonomy of WordNet, using edgecounting techniques. We weigh up our model against a benchmark set by human si...
Dongqiang Yang, David M. W. Powers
CORR
1998
Springer
156views Education» more  CORR 1998»
13 years 7 months ago
A Comparison of WordNet and Roget's Taxonomy for Measuring Semantic Similarity
This paper presents the results of using Roget's International Thesaurus as the taxonomy in a semantic similarity measurement task. Four similarity metrics were taken from th...
Michael McHale