[WIP] Basic (really basic!) LSI support.
Renamed LSIBuilder to LSIFilter; switched from Classifier::LSI to Nuggets::LSI.
lib/lingo/attendee/lsi_filter.rb: Defer loading nuggets/lsi until actually used; added more options; added sorting; avoid empty documents.