Word Sense Disambiguation-based Sentence Similarity

@inproceedings{Ho2010WordSD,
  title={Word Sense Disambiguation-based Sentence Similarity},
  author={ChukFong Ho and Masrah Azrifah Azmi Murad and Rabiah Abdul Kadir and Shyamala C. Doraisamy},
  booktitle={COLING},
  year={2010}
}
Previous works tend to compute the similarity between two sentences based on the comparison of their nearest meanings. However, the nearest meanings do not always represent their actual meanings. This paper presents a method which computes the similarity between two sentences based on a comparison of their actual meanings. This is achieved by transforming an existing most-outstanding corpus-based measure into a knowledge-based measure, which is then integrated with word sense disambiguation… CONTINUE READING
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The Evaluation of Sentence Similarity Measures

Achananuparp, Palakorn, Xiao-Hua Hu, XiaoJiong Shen.
Proceedings of the 10th International Conference on Data Warehousing 425 • 2008
View 7 Excerpts
Highly Influenced

Measuring sentence similarity from different aspects

2009 International Conference on Machine Learning and Cybernetics • 2009
View 2 Excerpts

A Comparative Study of Two Short Text Semantic Similarity Measures

O'Shea, James, Zuhair Bandar, Keeley Crockett, David McLean.
KES-AMSTA, LNAI: Springer Berlin / Heidelberg. • 2008

Exploiting Wikipedia for Directional Inferential Text Similarity

Fifth International Conference on Information Technology: New Generations (itng 2008) • 2008

Pilot Short Text Semantic Similarity Benchmark Data Set: Full Listing and Description

O'Shea, James, Zuhair Bandar, Keeley Crockett, David McLean
2008

Word Sense Disambiguation Using WordNet Domains

2008 First International Conference on Emerging Trends in Engineering and Technology • 2008

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