Hi everyone,
I've been considering a Google Summer of Code project idea for DBPedia
which would use Salient Semantic
Analysis<http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CDcQFjAA&url=http%3A%2F%2Fwww.aaai.org%2Focs%2Findex.php%2FAAAI%2FAAAI11%2Fpaper%2Fdownload%2F3616%2F3972&ei=Nc9rT_SOMpD5sgaLhayUCw&usg=AFQjCNE0QqFGZMOHOzN2dnJRDUahwxHlHA>(an
extension of Explicit
Semantic
Analysis)<http://www.cs.technion.ac.il/%7Eshaulm/papers/pdf/Gabrilovich-Markovitch-ijcai2007.pdf>to
disambiguate named entities in DBPedia. This could be an autonomous
component, or a complement to the other methods being used to label named
entities.
Before fleshing out this idea further, I wanted to ask the community if
anyone has tried using Latent Semantic Analysis, ESA or SSA for
disambiguation of entities before. Any feedback you can provide on this
would be great!
Thanks,
Chris
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