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+ ---
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+ language:
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+ - en
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+ thumbnail: https://cogcomp.seas.upenn.edu/images/logo.png
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+ tags:
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+ - text-classification
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+ - bart
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+ - xsum
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+ license: cc-by-sa-4.0
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+ datasets:
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+ - xsum
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+
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+ ---
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+
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+ # bart-faithful-summary-detector
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+
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+ ## Model description
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+
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+ A BART (base) model trained to classify whether a summary is *faithful* to the original article. See our [paper in NAACL'21](https://www.seas.upenn.edu/~sihaoc/static/pdf/CZSR21.pdf) for details.
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+
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+ ## Usage
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+ Concatenate a summary and a source document as input (note that the summary needs to be the **first** sentence).
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+
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+ ```python
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+ model =
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+ ```
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+
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+
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+
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+
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+ ### BibTeX entry and citation info
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+
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+ ```bibtex
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+ @inproceedings{CZSR21,
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+ author = {Sihao Chen and Fan Zhang and Kazoo Sone and Dan Roth},
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+ title = {{Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection}},
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+ booktitle = {NAACL},
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+ year = {2021}
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+ }
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+ ```