How to Generate Other Guidance Signals?

[Shashi456]

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 topic?

[zdou0830]

Hi, here are some examples of extracting keywords: https://github.com/neulab/guided_summarization/tree/master/scripts.

[Shashi456]

@zdou0830, I see that the keywords extracted in the script are for oracle sentences, would you have any tips for someone trying to test it? How would one generate keywords for test time?

[zdou0830]

Hi, you can use the script to extract keywords from the training data, and then train another seq2seq model (e.g. BertAbs, BART) with source documents as inputs and the extracted keywords as outputs.