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Can I interpret the positive examples in PAWS as exact paraphrase? #16

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Punchwes opened this issue Apr 22, 2022 · 1 comment
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@Punchwes
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Hi,

Thanks very much for your work, these datasets are great for evaluation. Given many positive examples in datasets like MRPC and TwitterURL are quasi-paraphrases (similar but not the same meaning), can I interpret positive examples in PAWS are all exact paraphrases? The way (word swapping and back-translation) you use to create positive examples seems like that to me .

@tvrbanec
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Just looking at sentence pairs and their labels makes me believe that one cannot rely on PAWS corpora for a thing.

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