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!"#$$%&'()*+,-&.-*/)01-23&'()*+,-&!45**1675+,-&
Zornitsa Kozareva!USC/ISI!
Marina del Rey, CA!kozareva@isi.edu!
www.isi.edu/~kozareva!
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Q> How do you get a perfect sun tan?
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Q> How do you get a perfect sun tan?
Question Answer
A> Lie in the sun
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WILLIAM WILKINSON’S “AN ACCOUNT OF THE PRINCIPALITIES OF WALLACHIA AND MOLDOVIA” INSPIRED THIS AUTHOR’S MOST FAMOUS NOVEL%
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• Where are zebras most likely found? — in the dictionary
• Where do lobsters like to live? — on the table
• What is an invertebrate? — Dukakis
Michael Dukakis is a member of the Democratic Party, I have long suspected that elected officials from the Democratic Party are some previously unclassified form of invertebrate, a totally spineless creature capable of great noise but no real movement or action
• Where do lobsters like to live? — on the table
• Where are zebras most likely found? — in the dictionary
• What is an invertebrate? — Dukakis
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date, definition, GPE, person ~57% facility description, time are seen only 1
sparse data
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Is it good to use higher order n-grams? Why? !
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But isn’t this very repetitive? Would it actually help or make a difference?
avoid misclassifying the question as time
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!
Precision =# correct identified NEs
# identified NEs
What is another good measure for the evaluation of question classification? !
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MRR =1Q
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MRR =1Q
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Possible solution do a pull parse tree of the question!
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