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Add surprise similarity score #2286

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vincentmin
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This PR implements the surprise similarity score of https://arxiv.org/pdf/2308.09765.pdf.
This paper is also implemented in https://github.com/MeetElise/surprise-similarity. This PR implements a minimalistic version for easier integration with sentence-transformer package.

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util.py has grown too large (590 lines) and would benefit from a refactoring into separate modules. This is best done in a separate PR.

@vincentmin vincentmin closed this Aug 26, 2023
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Closed in favor of #2287 which is a squashed version of this PR.

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