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

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Presentation transcript:

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

Semantic Matching via Siamese Neural Networks!

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 ………

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

Paralex Ours: CNNSM