“Dongxu Zhang 2016-03-14”版本间的差异

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(以“Last Week ---- * train:randomly pick up 20164 sample from 24541 pairs. test :randomly pick up 98 sample from 4377 test pairs. candidate: 1447. p@1 20...”为内容创建页面)
 
 
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第1行: 第1行:
 
Last Week
 
Last Week
 
----
 
----
*  
+
* evaluate p@1. (origin 2000-800, 600-600; co-occur, low-freq)
train:randomly pick up 20164 sample from 24541 pairs.
+
* LSTM compare.
test :randomly pick up 98 sample from 4377 test pairs.
+
* pickup test samples that most distant from training data and test models.
candidate: 1447.
+
  
            p@1
+
This Week
 
+
----
2000,800    53.1
+
* LSTM + similar pair.
600,600      57.1
+
* pickup words not in training data but in similar pair to sample test data.
 
+
* POS similar pair.
Co-occurred  52.0
+
low-freq    54.1
+

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.