“Dongxu Zhang 2016-03-14”版本间的差异

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Last Week
 
Last Week
 
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*  
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* evaluate p@1. (origin 2000-800, 600-600; co-occur, low-freq)
train:randomly pick up 20164 sample from 24541 pairs.
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* LSTM compare.
test :randomly pick up 98 sample from 4377 test pairs.
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* pickup test samples that most distant from training data and test models.
candidate: 1447.
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            p@1
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This Week
 
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2000,800    53.1
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* LSTM + similar pair.
 
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* pickup words not in training data but in similar pair to sample test data.
600,600      57.1
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* POS similar pair.
 
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Co-occurred  52.0
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low-freq    54.1
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2016年3月14日 (一) 00:52的最后版本

Last Week


  • evaluate p@1. (origin 2000-800, 600-600; co-occur, low-freq)
  • LSTM compare.
  • pickup test samples that most distant from training data and test models.

This Week


  • LSTM + similar pair.
  • pickup words not in training data but in similar pair to sample test data.
  • POS similar pair.