2. Knowledge Base Who is Justin Bieber’s sister? semantic parsing query inference Jazmyn Bieber

9. Semantic Matching via Siamese Neural Networks!

12. Knowledge base: ReVerb [Fader et al., 2011] RelationEntity Argument #1Entity Argument #2 be-official-languagechinese-and-englishhong-kong be-second-largest-city-inarequipaperu be-tallest-mountain-inararatarmenia have-population-ofcity-of-vancouver587,891 providemicrosoftoffice-software use-forlaserlasik ………

14. Same test questions in the Paralex dataset 698 questions from 37 clusters

15. Paralex Ours: CNNSM