NeuralDialog-CVAE
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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
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...