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salesforce / factCC

Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
https://arxiv.org/abs/1910.12840
BSD 3-Clause "New" or "Revised" License
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Usage for consistency prediction #11

Closed michelbotros closed 3 years ago

michelbotros commented 3 years ago

Hi,

I'm looking to use factCC to try and evaluate summaries produced by a summarization system. I've seen the scripts for evaluation (factCC-eval.sh) and it reports eval_results (bacc, f1 and loss).

But is there a way to get the output of the algorithm, so for each of the inputs a label "consistent" or "inconsistent" and the span that either supports the claim (in case of a correct claim) or the span that contradicts the claim (in the case that the claim was incorrect).

I could not find this in the Usage part of the readme. I'd be happy to hear how to do this.

Regards,

Michel Botros

muggin commented 3 years ago

Hi Michel, You have to edit the evaluation code to collect the model outputs. Then you can process them as you wish.

AnujLahoty commented 12 months ago

@muggin I suppose that was th equestion to which you answered to edit the code of evaluation script, may you knidly point out what change needs to be done