problem with textClassifierHATT.py, thank you

[ericalingyuan]

Traceback (most recent call last): File "textClassifierHATT.py", line 203, in l_dense_sent = TimeDistributed(Dense(200,input_shape=(200,)))(l_lstm_sent) File "/usr/local/lib/python2.7/dist-packages/Keras-2.0.4-py2.7.egg/keras/engine/topology.py", line 569, in call self.assert_input_compatibility(inputs) File "/usr/local/lib/python2.7/dist-packages/Keras-2.0.4-py2.7.egg/keras/engine/topology.py", line 440, in assert_input_compatibility str(K.ndim(x))) ValueError: Input 0 is incompatible with layer time_distributed_4: expected ndim=3, found ndim=4

[scpei]

Hello, I have same error with you. Have you fixed it? Thanks

[thomasnt13]

same error... plz help

[mutiann]

Try to use keras1.2.2 rather than keras2

[maoyanying]

I have the same erro. How did you deal with it??I will wait your answer.Thanks a lot !

[ericalingyuan]

Sorry, I still cannot solve this issue.

[maoyanying]

so ,did you find other code which can implementate the paper of Hierarchical Attention Networks for Document Classification?

[ericalingyuan]

check this code, https://github.com/thunlp/NSC. Based on their paper, I think NSC+LA is the same Hierarchical Attention Networks. That code works well.

[maoyanying]

Thank you.check this code,https://github.com/ematvey/deep-text-classifier,Based on the paper of Hierarchical Attention Networks for Document Classification,but have some problem.

[maoyanying]

https://github.com/ematvey/deep-text-classifier

[ericalingyuan]

Thanks a lot for sharing this with me :-)

On Wed, Jul 26, 2017 at 9:56 PM, maoyanying notifications@github.com wrote:

https://github.com/ematvey/deep-text-classifier

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[maoyanying]

Did you run the work of https://github.com/ematvey/deep-text-classifier? @ericalingyuan

[maoyanying]

Did you try to use keras1.2.2 rather than keras2 in this work?

[mutiann]

(Simply use keras1.2. The problem is due to incompatibility.)

[Mining-multiple-repos-data]

I used Keras1.2 still getting the same error, can anyone please help with this?

[Mining-multiple-repos-data]

Hey!! Finally it works - with 1.2.2 version, but not 1.2

[prernakhurana2]

How will it work with the latest keras version-2.0.2 ??

[maoyanying]

it may not work.

[prernakhurana2]

It is throwing error at this line--- l_dense_sent = TimeDistributed(Dense(200))(l_lstm_sent) but not at this --- l_dense = TimeDistributed(Dense(200))(l_lstm)

If it is due to version, then should it not throw error at the above line as well

[maoyanying]

it works with1. 2.2version Keras.