Hang Cui et al.
NUS at TREC-13 QA Main Task
8/20
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.
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•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.