Learning Relation Similarity
	• We need a measure to find the similarity between two different paths. • Adopt a statistical method to learn similarity from past QA pairs. • Training data preparation – Around 1,000 factoid question-answer pairs from the past two years’ TREC QA task. – Extract all relation paths between all non-trivial words • 2,557 path pairs. – Align the paths according to identical anchor nodes.