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style-transformer's Issues

ACC Wrong

image
Hello, I trained acc_yelp.bin on fasttext0.9.2, but when training the model, the accuracy rate on pos was always 1, while the neg sample was always 0. I want to know if you trained acc_yelp
.bin step

About multi-class dataset

Hi, I want to train a model on my dataset, which has 5 classes. I feel confused about the data preprocessing about multi-classes dataset. Any codes or descriptions about it in this github? Thanks very much!

Add License

Hey,

I would like to use your code and build up on it.
Could you please add a license to your repository, that allows me to use it for research?
I see, the fastNLP repository already has a license.

Thanks.

Is it okay about the abscent of forward in self.embed in StyleTransformer.forward?

Hi I'm Jaehee from South Korea
I'm studying your paper recently.
while I reviewed your codes, I think there must be forward method in self.embed in StyleTransformer.forward of 50th line of Transformer.py

Is it right that you were meant self.embed to forward?

the code is below
enc_input = torch.cat((style_emb, self.embed(inp_tokens, pos_idx[:, :max_enc_len])), 1)

使用预训练embedding bleu偏低

您好,为什么使用预训练词向量和不使用预训练词向量,会有一些差距,感觉使用词向量的时候bleu会特别低,对于yelp数据集
image

fasttext 0.8.3

my fasttext version is 0.9.2, the error is
ValueError : acc_yelp.bin has wrong file format

please help me

Potential bug in train.py

The code in Line 205 in file train.py "adv_log_porbs = model_D(gen_soft_tokens, gen_lengths, rev_styles)" should be in the ELSE? Because it uses style information in classfication and should be "Cond" method?

ValueError: E:\style-transformer\evaluator\acc_yelp.bin has wrong file format!

hi!
Thanks for your code and paper, I get a lot from it.
But when I run the code,I met the error ValueError: E:\style-transformer\evaluator\acc_yelp.bin has wrong file format! in the line self.classifier_yelp = fasttext.load_model(yelp_acc_file.name) , I know that you don't provide a file named ppl_yelp.binary, I just commented related code.
I think maybe the file acc_yelp.bin has some format error? But I am not sure, looking forward to your reply, thanks!

请问要大约多少iters可以达到最好的结果

您好,
非常感谢您的分享!我在运行的过程中,发现代码在循环里一直反复进行iter的训练,请问大概在多少iters的时候可以达到相对最优的结果呢,或者论文中的结果大概需要运行多少iters(文中列出的结果应该是对pos和neg各个指标的均值吧)~
谢谢!

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