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EMNLP2014読み会 "Efficient Non-parametric Estimati...

Avatar for Yuya Unno Yuya Unno
November 24, 2014

EMNLP2014読み会 "Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space"

Avatar for Yuya Unno

Yuya Unno

November 24, 2014
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  1. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector

    Space Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum ®Preferred Infrastructure š~ôø (@unnonouno) EMNLP2014 @PFI
  2. Multi Sense Skip-gram (MSSG) model 1.  ÞÚàÇ/GbODKPWEPa9›æG bODKP>±h 2.  ”×âÀ/g9iËGbODKP/ßú

    $ ”×>ˆó 3.  #/”×.v¼";”×WEPa>ˆó 4.  ˆó<$”×WEPa.Ý')ÞÚGbOD KPz );+.";Skip-gram+ t! 
  3. q„/2+4 !  MSSG !  àÇ.v )kÅ/”×WEPa>²:‘);S_ [ Mkè !  

     "  ! !  ˆó<$”×WEPa>¯')ñ‚.Skip-gram !  NP-MSSG !  kÅ/”×WEPa>²:‘);/0t! !     "#    !  ˆó<$”×WEPa*Skip-gram";/0t!