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SUMMARY:Unsupervised Grammar Induction - Juan Pino (University of Cambridg
 e)
DTSTART:20101007T130000Z
DTEND:20101007T143000Z
UID:TALK26201@talks.cam.ac.uk
CONTACT:Shakir Mohamed
DESCRIPTION:We cover some aspects of grammar induction. We first give some
  sufficient conditions to learn consistent grammars ("nederhof_giatta":htt
 p://www.aclweb.org/anthology/N/N06/N06-1044.pdf). Then we review a paramet
 er estimation technique (inside-outside algorithm)\, and the context const
 ituent model (CCM) by Klein and Manning ("klein_manning_CCM":http://acl.ld
 c.upenn.edu/P/P02/P02-1017.pdf).\n\n\nAdditional interesting papers about 
 grammar induction:\n\n"CCM_initial":http://www.cs.berkeley.edu/~klein/pape
 rs/klein_and_manning-constituent_context_model-NIPS_2001.pdf (the original
  version of CCM\, conditional model instead of generative model)\n\n"depen
 dency_grammar":http://www.cs.cmu.edu/~kgimpel/papers/nips08lnpg.pdf (paper
  about dependency grammar induction)\n\n"scfg1":http://citeseerx.ist.psu.e
 du/viewdoc/download?doi=10.1.1.139.7196&rep=rep1&type=pdf (synchronous con
 text free grammar induction)\n\n"scfg2":http://www.clg.ox.ac.uk/blunsom/pu
 bs/blunsom-acl09.pdf (also synchronous context free grammar induction)\n
LOCATION:Engineering Department\, CBL Room 438
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