[Corpora-List] longest common subsequenceS algorithms in corpora research ...
Paul McNamee
paul.mcnamee at jhuapl.edu
Tue Feb 19 16:38:42 UTC 2013
Here's one example using longest common prefixes:
Yamamoto and Church, Using Suffix Arrays to Compute Term Frequency
and Document Frequency for All Substrings in a Corpus,
Comp. Linguistics, 2000.
http://www.cs.jhu.edu/~kchurch/wwwfiles/CL_suffix_array.pdf
Some years back I used this technique to help identify bilingual
phrasal equivalents
McNamee and Mayfield, Translation of Multiword Expressions Using Parallel
Suffix Arrays, AMTA 2006.
http://www.mt-archive.info/AMTA-2006-McNamee.pdf
An actual use of LC substring is found in proper name variant matching (i.e.,
is "Mikhail Sergeyevich Gorbachev" coreferent with "Michail Gorbatchev")
http://www.cs.utah.edu/contest/2005/spellingErrors.pdf
http://cs.anu.edu.au/~Peter.Christen/publications/tr-cs-06-02.pdf
LCS is also widely used as a means to identify spans of text that are
duplicates or near duplicates; similar methods can also be applied to
the problems of plagarism detection and authorship attribution.
- Paul
On Tue, 19 Feb 2013, Albretch Mueller wrote:
> LCS algorithms are heavily used in bioinformatics to analyze DNA sequences
>
> How are they used in corpora research?
>
> thanks,
> lbrtchx
>
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