peace195/aspect-based-sentiment-analysis

Aspect Based Sentiment Analysis

aspect-based-sentiment-analysis's Issues

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https://drive.google.com/drive/folders/0B7O__AeIXgEkRjdLenQ5Ynl4aFk?usp=sharing

Can't seem to replicate sentiment embedding

How did you obtain the sentiment embedding (sswe-u.txt)? I can't seem to find anything about it in the README, and the file isn't explained in the drive either. I am trying to replicate the results on a different language, so evidently I need to retrain the sentiment embeddings.

Also, how did you acquire the incremental/decremental/negative/positive/reverse/stop words?

Is this correct?

Hi, why do you use

sentiment = tf.multiply(sentiment, tf.expand_dims(self.tf_X_binary_mask, 2)) on line 178 in sa_aspect_oop.py? It seems highly influential on the results, and I wonder if it is right, since it seems to use the ground truth in the prediction?

cannot work

Environment：
python 2.7.13 （Anaconda）
tensorflow0.12.1
and I got this error:

Traceback (most recent call last):
File "/root/PycharmProjects/aspect-based-sentiment-analysis/code/sa_aspect_oop.py", line 392, in
main()
File "/root/PycharmProjects/aspect-based-sentiment-analysis/code/sa_aspect_oop.py", line 383, in main
model.modeling()
File "/root/PycharmProjects/aspect-based-sentiment-analysis/code/sa_aspect_oop.py", line 146, in modeling
X_train = tf.concat([self.tf_X_train, X_sent_for_word], 2)
File "/root/.pyenv/versions/anaconda2-5.0.0/lib/python2.7/site-packages/tensorflow/python/ops/array_ops.py", line 1075, in concat
dtype=dtypes.int32).get_shape(
File "/root/.pyenv/versions/anaconda2-5.0.0/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 669, in convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "/root/.pyenv/versions/anaconda2-5.0.0/lib/python2.7/site-packages/tensorflow/python/framework/constant_op.py", line 176, in _constant_tensor_conversion_function
return constant(v, dtype=dtype, name=name)
File "/root/.pyenv/versions/anaconda2-5.0.0/lib/python2.7/site-packages/tensorflow/python/framework/constant_op.py", line 165, in constant
tensor_util.make_tensor_proto(value, dtype=dtype, shape=shape, verify_shape=verify_shape))
File "/root/.pyenv/versions/anaconda2-5.0.0/lib/python2.7/site-packages/tensorflow/python/framework/tensor_util.py", line 367, in make_tensor_proto
_AssertCompatible(values, dtype)
File "/root/.pyenv/versions/anaconda2-5.0.0/lib/python2.7/site-packages/tensorflow/python/framework/tensor_util.py", line 302, in _AssertCompatible
(dtype.name, repr(mismatch), type(mismatch).name))
TypeError: Expected int32, got list containing Tensors of type '_Message' instead.

Should I change the version of TensorFlow? THANKS

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I'm really hoping that you can reshare your embedding result. Thank you a bunch!

Generate Corpus

Hi,

How to create 'Restaurants_corpus_for_word2vec.txt' file?

Thanks.

SyntaxError: 'continue' not properly in loop

mldl@ub1604:/ub16_prj/aspect-based-sentiment-analysis/code$ python sa_aspect_oop.py
Traceback (most recent call last):
File "sa_aspect_oop.py", line 15, in
import utils
File "/home/mldl/ub16_prj/aspect-based-sentiment-analysis/code/utils.py", line 30
continue
SyntaxError: 'continue' not properly in loop
mldl@ub1604:/ub16_prj/aspect-based-sentiment-analysis/code$