Saliency Learning: Teaching the Model Where to Pay Attention

NAACL 2019 Deep learning has emerged as a compelling solution to many NLP tasks with remarkable performances. However, due to their opacity, such models are hard to interpret and trust. Recent work on explaining deep models has introduced approaches to provide insights toward the model's behavi...

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Hauptverfasser:	Ghaeini, Reza, Fern, Xiaoli Z, Shahbazi, Hamed, Tadepalli, Prasad
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Learning
Online-Zugang:	Volltext bestellen
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