Conclusion
• Approximate relation matching for answer
extraction
– Still have a hard time in dealing with difficult questions.
• Dependency relation alignment problem – words
often can’t be matched due to linguistic variations.
• Semantic matching of words/phrases is needed
with relation matching.
• More effective use of topic related sentences in
answering factoid/list questions.