Dongxu Zhang 2015-03-30

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Accomplished this week

  • Proved to be helpful:
 1.Change the window from whole sentence into a small window.(strong)
 2.Add entity annotation.(strong)
 3.max_pooling(slight)
 4.bi-direction with both layers of last step(slight)
  • Tried but failed( don't mean these method are not helpful)
 1.remove forget_gate
 2.add peepwhole
 3.mean_pooling(proved to be poor)
 4.dropout hidden layer of last step.
 5.random_initialize(proved to be poor)

Planned for next week

  • tried basic average method and rnn without lstm
  • check out the code.