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Entity Disambiguation and Link Prediction
Explores entity disambiguation, linking text to knowledge bases, and link prediction in knowledge graphs with examples from Wikipedia.
Invariant Distributions: Markov Chains
Explores invariant distributions, recurrent states, and convergence in Markov chains, including practical applications like PageRank in Google.