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Analyzing Individual Neurons in Pre-trained Language Models

Oct 06, 2020
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov

* Accepted in EMNLP 2020 

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Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms

Jul 15, 2020
Firoj Alam, Fahim Dalvi, Shaden Shaar, Nadir Durrani, Hamdy Mubarak, Alex Nikolov, Giovanni Da San Martino, Ahmed Abdelali, Hassan Sajjad, Kareem Darwish, Preslav Nakov

* COVID-19, Infodemic, Disinformation, Misinformation, Fake News, Call to Arms, Crowdsourcing Annotations 

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Similarity Analysis of Contextual Word Representation Models

May 03, 2020
John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass

* Accepted to ACL 2020 

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Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society

Apr 30, 2020
Firoj Alam, Shaden Shaar, Alex Nikolov, Hamdy Mubarak, Giovanni Da San Martino, Ahmed Abdelali, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Kareem Darwish, Preslav Nakov


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Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing

Apr 29, 2020
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli


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Exploiting Redundancy in Pre-trained Language Models for Efficient Transfer Learning

Apr 08, 2020
Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov

* 11 Pages, 5 figures 

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Poor Man's BERT: Smaller and Faster Transformer Models

Apr 08, 2020
Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov

* 12 

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A Clustering Framework for Lexical Normalization of Roman Urdu

Mar 31, 2020
Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, Jia Xu


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Compressing Large-Scale Transformer-Based Models: A Case Study on BERT

Feb 27, 2020
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov


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On the Linguistic Representational Power of Neural Machine Translation Models

Nov 01, 2019
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass

* Accepted to appear in the Journal of Computational Linguistics 

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Findings of the First Shared Task on Machine Translation Robustness

Jul 03, 2019
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad


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NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks

Dec 21, 2018
Fahim Dalvi, Avery Nortonsmith, D. Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James Glass

* AAAI Conference on Artificial Intelligence (AAAI 2019), Demonstration track, pages 2 

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What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models

Dec 21, 2018
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James Glass

* AAA 2019, pages 10, AAAI Conference on Artificial Intelligence (AAAI 2019) 

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Identifying and Controlling Important Neurons in Neural Machine Translation

Nov 03, 2018
Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass


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What do Neural Machine Translation Models Learn about Morphology?

Oct 22, 2018
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass

* ACL 55 (2017), volume 1, 861-872 
* Updated decoder experiments 

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Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation

Jun 10, 2018
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel

* NAACL 2018 

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Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks

Jan 23, 2018
Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass

* IJCNLP 8 (2017), volume 1, 1-10 
* IJCNLP 2017 

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Neural Machine Translation Training in a Multi-Domain Scenario

Sep 03, 2017
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov, Stephan Vogel

* 7 pages 

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QCRI Machine Translation Systems for IWSLT 16

Jan 14, 2017
Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel


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Applications of Online Deep Learning for Crisis Response Using Social Media Information

Oct 05, 2016
Dat Tien Nguyen, Shafiq Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra

* Accepted at SWDM co-located with CIKM 2016. 6 pages, 2 figures. arXiv admin note: text overlap with arXiv:1608.03902 

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Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks

Aug 12, 2016
Dat Tien Nguyen, Kamela Ali Al Mannai, Shafiq Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra

* 10 pages, 2 figures 

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Egyptian Arabic to English Statistical Machine Translation System for NIST OpenMT'2015

Jun 18, 2016
Hassan Sajjad, Nadir Durrani, Francisco Guzman, Preslav Nakov, Ahmed Abdelali, Stephan Vogel, Wael Salloum, Ahmed El Kholy, Nizar Habash


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