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@@ -21,7 +21,7 @@ influenced by its behavior in a monolingual context (English or French).
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  ## Dataset
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  The training dataset comprises the [mMARCO dataset](https://huggingface.co/datasets/unicamp-dl/mmarco), consisting of query/positive/hard negative triplets. Additionally,
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- we have included [SQuAD](https://huggingface.co/datasets/rajpurkar/squad) data from the train split, forming query/positive/hard negative triplets. To generate hard
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  negative data for SQuAD, we considered contexts from the same theme as the query but from a different set of queries. Hence, the negative observations address the same
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  themes as the queries but presumably do not contain the answer to the question.
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  ## Dataset
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  The training dataset comprises the [mMARCO dataset](https://huggingface.co/datasets/unicamp-dl/mmarco), consisting of query/positive/hard negative triplets. Additionally,
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+ we have included [SQuAD](https://huggingface.co/datasets/rajpurkar/squad) data from the "train" split, forming query/positive/hard negative triplets. To generate hard
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  negative data for SQuAD, we considered contexts from the same theme as the query but from a different set of queries. Hence, the negative observations address the same
26
  themes as the queries but presumably do not contain the answer to the question.
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