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Code for our paper "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization", ACL 2021

Results 11 SimCLS issues
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Hello, how can I get the results of the entity information evaluation in Table 3? Can you tell me which code file it is implemented in? Thank you

Follow your instruction, I've reproduced your results in dataset. So can you give me some instruction to use this SimCLS to summary document . Now, it has a version in...

Hi, since the model used for CNNDM is `Facebook/bart-large-cnn`, which means the model actually got fine-tuned on the CNNDM training set. Considering the Neural model's amazing capacity for memorization, the...

Hi, I have a question about BS and MS metrics. In BS metrics, I get a score of 0.88 when I use ‘rescale_WITH_baseline =True’. With ‘rescale_WITH_baseline =False’, the score drops...

Hi, thank you for your nice work. I'm trying to rebuild your model. But I have a question, After I run the train part, "python main.py --cuda --gpuid [list of...

Hello, I'm trying to train and evaluate this model on a new dataset (SAMSum). To do that I need to first generate and score candidate summaries using the generative model....

Can u show examples for 6 file dataset to begin preprocess ? Thank u !

I noticed that the unprocessed data should be like the following format: ![image](https://user-images.githubusercontent.com/63391363/147644307-059dfc35-f727-4b06-9b9c-aac06a9bbef5.png) If I want to create a new dataset (not CNN/DailyMail and XSum) , what should I prepare...

您好,我对这篇文章的框架图的第二个部分不是很理解,请问那个real score 是什么呢,好像没有关于它的计算方式哎,也没有用到它呢

When I finished the train level, the model generate scorer.bin and optimizer.bin.So how to use the optimizer.bin?Please give me some suggestion.Thank you.