Rationalizing Neural Predictions

EMNLP 2016 Tao LeiRegina BarzilayTommi Jaakkola

Prediction without justification has limited applicability. As a remedy, we learn to extract pieces of input text as justifications -- rationales -- that are tailored to be short and coherent, yet sufficient for making the same prediction... (read more)

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