Stanford Question Answering (SQuAD) Dataset

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A Stanford Question Answering (SQuAD) Dataset is a QA dataset that consists of questions posed by crowdworkers on the Wikipedia articles set.



References

2018

Article: Endangered Species Act

Paragraph: “ . . . Other legislation followed, including the Migratory Bird Conservation Act of 1929, a 1937 treaty prohibiting the hunting of right and gray whales, and the Bald Eagle Protection Act of 1940. These later laws had a low cost to society—the species were relatively rare—and little opposition was raised.”

Question 1: “Which laws faced significant opposition?”

Plausible Answer: later laws

Question 2: “What was the name of the 1937 treaty?”

Plausible Answer: Bald Eagle Protection Act

Figure 1: Two unanswerable questions written by crowdworkers, along with plausible (but incorrect) answers. Relevant keywords are shown in blue.
  1. SQuAD with adveRsarial Unanswerable questions

2017

2016

2016