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It’s a lot easier to evaluate what a new record on a data-set means if one can easily see examples of problems in that data-set [D]

Without having to download the whole data-set.

For example, I’m interested in progress in NLP. Recently machine performance has exceeded baseline human performance on the MS Marco Q&A task. It’s hard to have a real sense of what this means without downloading the whole evaluation portion of the MS Marco data-set, which I don’t particularly want to do. If you’re going to go to the trouble of putting up a leader-board, you might as well include a page with a sample of a hundred questions or so.

Hats off to people who provide plentiful examples of the kind of questions in their data-sets including SQuAD, The Winograd Schema, the Ai2 people, ReCoRD and many others.

submitted by /u/no_bear_so_low
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.