[byoung2]

Same with "walked". I've used the Porter Stemming Algorithm in the past, and it works well.

http://tartarus.org/martin/PorterStemmer/

[chrisfarms]

The data is stored in postgres, so it should be simple enough to use the Snowball dictionary/stemmer and the tsvector/tsquery functions to sort this out.