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What do Neural Machine Translation Models Learn about Morphology?
- Y. Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass
- Computer ScienceACL
- 11 April 2017
TLDR
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks
- T. Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, P. Mitra
- Computer ScienceICWSM
- 2017
TLDR
Verifiably Effective Arabic Dialect Identification
- Kareem Darwish, Hassan Sajjad, Hamdy Mubarak
- Computer ScienceEMNLP
- 1 October 2014
TLDR
Applications of Online Deep Learning for Crisis Response Using Social Media Information
- T. Nguyen, Shafiq R. Joty, Muhammad Imran, Hassan Sajjad, P. Mitra
- Computer ScienceArXiv
- 4 October 2016
TLDR
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
- Y. Belinkov, Lluís Màrquez i Villodre, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass
- Computer ScienceIJCNLP
- 1 November 2017
TLDR
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks
- T. Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, P. Mitra
- Computer ScienceICWSM
- 1 August 2016
TLDR
The AMARA Corpus: Building Parallel Language Resources for the Educational Domain
- Ahmed Abdelali, Francisco Guzmán, Hassan Sajjad, S. Vogel
- Computer ScienceLREC
- 2014
TLDR
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation
- Fahim Dalvi, Nadir Durrani, Hassan Sajjad, S. Vogel
- Computer ScienceNAACL
- 1 June 2018
We address the problem of simultaneous translation by modifying the Neural MT decoder to operate with dynamically built encoder and attention. We propose a tunable agent which decides the best…
Identifying and Controlling Important Neurons in Neural Machine Translation
- A. Bau, Y. Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass
- Computer Science, BiologyICLR
- 27 September 2018
TLDR
Poor Man's BERT: Smaller and Faster Transformer Models
- Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov
- Computer ScienceArXiv
- 8 April 2020
TLDR
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