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Paperium

Posted on • Originally published at paperium.net

Deep Learning for Answer Sentence Selection

AI that Finds the Right Sentence Answer Fast

Ever wonder how a computer picks the single sentence that answers a question? This approach teaches a model to spot questions and the matching answers by looking at their meanings, not by following lots of complicated rules.
It learns from examples, and then guesses which sentence best fits a question.
The clever part is it is simple and does not need piles of hand-made features or special language tools.
Because of that it can be used across many languages and topics without much setup.
Tests on common benchmarks show it does as well as bigger systems, even thought it is easier to run.
So next time you ask a smart search a question, remember there is a neat trick under the hood finding the right sentence, quietly and fast.
Try thinking of a question and imagine a machine reading a few lines and picking the answer, that is basically whats happening here, but without the messy rules people used before.

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Deep Learning for Answer Sentence Selection

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