Conclusions
Proposed a novel fuzzy relation matching
method for factoid QA passage retrieval
Brings dramatic 70%+ improvement over the state-of-
the-art systems
Brings further 50% improvement over query
expansion
Future QA systems should bring in relations between
words for better performance
Query expansion should be integrated to relation
matching seamlessly