Against attack and defense in the QA

attack

supporting facts changes: character replacement, replace the word (with a space embedding or near synonyms, conjugations, etc.)

As well as for the question of the attack.

Gradient descent, made attacks on embediing, how to decode a problem.

 

 

defense

If the sample is added to a large number of combat training with not enough training samples show that the role is not large, at any time there may be a new confrontation sample.

Tackling Adversarial Examples in QA via Answer Sentence Selection
of this talk is to screen candidate sentence, and then to answer reasoning.

 

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Origin www.cnblogs.com/shona/p/11545183.html
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