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  • Hoifung Poon, Pedro M. Domingos
  • Computer Science, Mathematics
  • IEEE International Conference on Computer Vision…
  • 2011 (First Publication: 14 July 2011)
  • The key limiting factor in graphical model inference and learning is the complexity of the partition function. We thus ask the question: what are the most general conditions under which the partitionContinue Reading
  • Hoifung Poon
  • Computer Science
  • MLSLP
  • 2009 (First Publication: 1 August 2009)
  • We present the first unsupervised approach to the problem of learning a semantic parser, using Markov logic. Our USP system transforms dependency trees into quasi-logical forms, recursively inducesContinue Reading