A reexamination of current cognitive methods, and their use of knowledge representations, led me to this 2010 article: The AI behind Watson, from AAAI magazine. Nicely done overview. Necessarily dated, but a useful place to start. Historical and also focused on the Jeopardy challenge. How differently are things being done in applications today? Also: Index of DeepQA technical papers that form the basis of Watson. See also AAAI.org.
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