How might one find the top related words for a given word in a Solr index?

For instance, given the following single-field documents:
1: I love chocolate
2: I love Solr
3: I eat chocolate cake
4: You will eat chocolate candy

Thus, given the word "Chocolate" Solr might find these top words:
I (3 times matched)
eat (2 times matched)
love, cake, you, will, candy (1 time each)

Thanks!

--
Dotan Cohen

http://gibberish.co.il
http://what-is-what.com

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