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Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

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Hi, could you provide the evaluation code to reproduce the results of the paper?

I run your code with python kgcvae_swda.py on cpu, and get the output: Avg recall BLEU 0.358250, avg precision BLEU 0.124279 and F1 0.184540 (only 1 reference response. Not final...

If Glove word embeddings is assigned before tf.global_variables_initializer(). The embedding will be randomly initialized. It will not use Glove word embeddings.

Hi, could you provide the evaluation code to reproduce the results of the paper?

Hi, how can I ignore unk tokens while decoding? It probably just means setting the weight to zero. So I want to do something like this: ```Python if ignore_unk: next_probs[:,...

Traceback (most recent call last): File "D:\ProgramData\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 2862, in run_code exec(code_obj, self.user_global_ns, self.user_ns) File "", line 1, in runfile('G:/Users/PycharmProjects/untitl2/NeuralDialog-CVAE-master/NeuralDialog-CVAE-master/kgcvae_swda.py', wdir='G:/Users/PycharmProjects/untitl2/NeuralDialog-CVAE-master/NeuralDialog-CVAE-master') File "G:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\_pydev_bundle\pydev_umd.py", line 197, in runfile pydev_imports.execfile(filename,...

There is no content on diversity comparison in the paper. When I used the CVAE model to build my system, I compared it with the Seq2Seq structure and found that...