no code implementations • EACL 2021 • Pooya Moradi, Nishant Kambhatla, Anoop Sarkar
While the attention heatmaps produced by neural machine translation (NMT) models seem insightful, there is little evidence that they reflect a model{'}s true internal reasoning.
no code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Pooya Moradi, Nishant Kambhatla, Anoop Sarkar
Can we trust that the attention heatmaps produced by a neural machine translation (NMT) model reflect its true internal reasoning?
1 code implementation • WS 2019 • Pooya Moradi, Nishant Kambhatla, Anoop Sarkar
Attention models have become a crucial component in neural machine translation (NMT).
no code implementations • 29 Jan 2015 • Hamed Zamani, Azadeh Shakery, Pooya Moradi
In this paper, we consider a tweet containing a rating for a movie as an instance and focus on ranking the instances of each user based on their engagement, i. e., the total number of retweets and favorites it will gain.