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A teacher for the papers you read.

Paste an arXiv link or upload a PDF. Socratle asks what you already know, then teaches you the paper from there, one idea at a time.

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Here's how a lesson starts. Try answering.

We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely.
From the abstract of Attention Is All You Need, Vaswani et al., 2017

How a lesson goes

  1. Give it a paper

    An arXiv link or a PDF. It reads the whole thing before you start.

  2. Tell it what you know

    A few questions about your background. It isn't a test.

  3. Learn it in order

    One idea at a time, with a question now and then to check it stuck. If something didn't, the plan changes.

Pick the paper you keep putting off.

Start a lesson