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The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?
Jasmijn Bastings
Katja Filippova
Published in:
BlackboxNLP@EMNLP (2020)
Keyphrases
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significant improvement
benchmark datasets
preprocessing
computational cost
empirical studies
computationally expensive
data mining
image sequences
similarity measure
object recognition
visual attention