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GSum: A General Framework for Guided Neural Abstractive Summarization

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I have downloaded a data from: https://drive.google.com/file/d/1DN7ClZCCXsk2KegmC6t4ClBwtAf5galI/view and i am trying to train the bert model using this command: ! bash train.sh path_to_data model_path log_path -visible_gpus -1 and I have...

A big chunk of your paper talks about highlighted sentences vs keywords vs triples vs retrieved summaries. I'd appreciate it if you could provide the model checkpoints for the BertAbs...

Hi I am new to running the files on colab and tried running this file for my thesis. I have created all the train.bpe.source, train.bpe.target... files under the input_files_bpe folder....

请问bart的模型训练完成后,如何进行测试呢。我根据readme里面的例子传参,遇到很多参数问题,通过debug倒是改的差不多了,但是又出现request的connectionError。应该怎么修改呢? 下面是我的z_test使用pycharm parameters传参: ../../data/test.source-target.source ../../data/test.source-target.z ../../result ./trained_model/cnndm checkpoint_best.pt ../../data 以下的报错信息: `Traceback (most recent call last): File "/root/anaconda3/envs/LJA_bart/lib/python3.6/site-packages/urllib3/connectionpool.py", line 710, in urlopen chunked=chunked, File "/root/anaconda3/envs/LJA_bart/lib/python3.6/site-packages/urllib3/connectionpool.py", line 386, in _make_request self._validate_conn(conn) File...

Hi, why was the first token missed in my inference output? I used your ways to preprocess all my own data and trained it based on your command. But when...

Hello, While testing the model and running z_tes.sh, I got this repeated error messages: guided_summarization/bart/fairseq/sequence_generator.py:1146: UserWarning: An output with one or more elements was resized since it had shape [7],...

Hello, thank you very much for your time to answer the questions. We have a script to extract oralce guidance signals regarding keywords. Do you recommend any pre-trained models available...

I met the **"ZeroDivisionError: float division by zero"** when I want to train the model with multi-gpu. And if only 1 gpu, the problem disappear but the training is too...

Hello, I see that you have provided a way for generating sentence guidance signals through the BERText Model, Could you give some pointers for generating other guidance keywords, for eg...

大佬你好!感谢你的分享,受益匪浅! 我有点没看懂这个结果。请问这个Oracle结果是在测试集上使用Oracle生成signals吗?个人感觉在测试集上使用标签来生成guidance signal有一些牵强。。。 如果是测试集的Oracle的话,请问有没有在训练时分别使用Oracle和automatic predicted的结果对比呀。 ![image](https://user-images.githubusercontent.com/40176042/144808284-500c5bb9-580a-4dab-ae84-5fc1fc9837e4.png) 不好意思打扰你