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2020 – today
- 2021
[j5]Ahsan Altaf, Hassan Sajjad, Cengiz Ozzaim, Ercument Arvas:
Scattering From Chiral Cylinders of Arbitrary Cross-Sections Above a Ground Plane. IEEE Access 9: 6735-6745 (2021)- 2020
- [j4]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
On the Linguistic Representational Power of Neural Machine Translation Models. Comput. Linguistics 46(1): 1-52 (2020) - [c44]John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Similarity Analysis of Contextual Word Representation Models. ACL 2020: 4638-4655 - [c43]Hassan Sajjad, Ahmed Abdelali, Nadir Durrani, Fahim Dalvi:
AraBench: Benchmarking Dialectal Arabic-English Machine Translation. COLING 2020: 5094-5107 - [c42]Reem Suwaileh, Muhammad Imran, Tamer Elsayed, Hassan Sajjad:
Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets. COLING 2020: 6252-6263 - [c41]Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov:
Analyzing Individual Neurons in Pre-trained Language Models. EMNLP (1) 2020: 4865-4880 - [c40]Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov:
Analyzing Redundancy in Pretrained Transformer Models. EMNLP (1) 2020: 4908-4926 - [c39]Lucia Specia, Zhenhao Li, Juan Pino, Vishrav Chaudhary, Francisco Guzmán, Graham Neubig, Nadir Durrani, Yonatan Belinkov, Philipp Koehn, Hassan Sajjad, Paul Michel, Xian Li:
Findings of the WMT 2020 Shared Task on Machine Translation Robustness. WMT@EMNLP 2020: 76-91 - [i25]Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov:
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. CoRR abs/2002.11985 (2020) - [i24]Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, Jia Xu:
A Clustering Framework for Lexical Normalization of Roman Urdu. CoRR abs/2004.00088 (2020) - [i23]Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov:
Poor Man's BERT: Smaller and Faster Transformer Models. CoRR abs/2004.03844 (2020) - [i22]Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov:
Exploiting Redundancy in Pre-trained Language Models for Efficient Transfer Learning. CoRR abs/2004.04010 (2020) - [i21]Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli:
Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. CoRR abs/2004.06774 (2020) - [i20]Firoj Alam, Shaden Shaar, Alex Nikolov, Hamdy Mubarak, Giovanni Da San Martino, Ahmed Abdelali, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Kareem Darwish, Preslav Nakov:
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society. CoRR abs/2005.00033 (2020) - [i19]John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Similarity Analysis of Contextual Word Representation Models. CoRR abs/2005.01172 (2020) - [i18]Firoj Alam, Fahim Dalvi, Shaden Shaar, Nadir Durrani, Hamdy Mubarak, Alex Nikolov, Giovanni Da San Martino, Ahmed Abdelali, Hassan Sajjad, Kareem Darwish, Preslav Nakov:
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms. CoRR abs/2007.07996 (2020) - [i17]Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov:
Analyzing Individual Neurons in Pre-trained Language Models. CoRR abs/2010.02695 (2020)
2010 – 2019
- 2019
- [c38]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James R. Glass:
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models. AAAI 2019: 6309-6317 - [c37]Fahim Dalvi, Avery Nortonsmith, Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James R. Glass:
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks. AAAI 2019: 9851-9852 - [c36]Syeda Aimal, Nadeem Javaid, Tahir Islam, Wazir Zada Khan
, Mohammed Y. Aalsalem, Hassan Sajjad:
An Efficient CNN and KNN Data Analytics for Electricity Load Forecasting in the Smart Grid. AINA Workshops 2019: 592-603 - [c35]Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish, Mohamed Eldesouki, Younes Samih, Hassan Sajjad:
A System for Diacritizing Four Varieties of Arabic. EMNLP/IJCNLP (3) 2019: 217-222 - [c34]Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Identifying and Controlling Important Neurons in Neural Machine Translation. ICLR (Poster) 2019 - [c33]Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Yonatan Belinkov, Preslav Nakov:
One Size Does Not Fit All: Comparing NMT Representations of Different Granularities. NAACL-HLT (1) 2019: 1504-1516 - [c32]Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad, Younes Samih, Kareem Darwish:
Highly Effective Arabic Diacritization using Sequence to Sequence Modeling. NAACL-HLT (1) 2019: 2390-2395 - [c31]Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad:
Findings of the First Shared Task on Machine Translation Robustness. WMT (2) 2019: 91-102 - [i16]Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad:
Findings of the First Shared Task on Machine Translation Robustness. CoRR abs/1906.11943 (2019) - [i15]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
On the Linguistic Representational Power of Neural Machine Translation Models. CoRR abs/1911.00317 (2019) - 2018
- [c30]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel:
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation. NAACL-HLT (2) 2018: 493-499 - [i14]Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. CoRR abs/1801.07772 (2018) - [i13]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel:
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation. CoRR abs/1806.03661 (2018) - [i12]Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Identifying and Controlling Important Neurons in Neural Machine Translation. CoRR abs/1811.01157 (2018) - [i11]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James R. Glass:
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models. CoRR abs/1812.09355 (2018) - [i10]Fahim Dalvi, Avery Nortonsmith, Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James R. Glass:
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks. CoRR abs/1812.09359 (2018) - 2017
- [j3]Hassan Sajjad, Helmut Schmid, Alexander M. Fraser, Hinrich Schütze:
Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining. Comput. Linguistics 43(2): 349-375 (2017) - [j2]Shafiq R. Joty, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali:
Domain adaptation using neural network joint model. Comput. Speech Lang. 45: 161-179 (2017) - [c29]Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Ahmed Abdelali, Yonatan Belinkov, Stephan Vogel:
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging. ACL (2) 2017: 601-607 - [c28]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
What do Neural Machine Translation Models Learn about Morphology? ACL (1) 2017: 861-872 - [c27]Fahim Dalvi, Yifan Zhang, Sameer Khurana, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali, Hamdy Mubarak, Ahmed M. Ali, Stephan Vogel:
QCRI Live Speech Translation System. EACL (Software Demonstrations) 2017: 61-64 - [c26]Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastião Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell:
The SUMMA Platform Prototype. EACL (Software Demonstrations) 2017: 116-119 - [c25]Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra:
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks. ICWSM 2017: 632-635 - [c24]Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. IJCNLP(1) 2017: 1-10 - [c23]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Stephan Vogel:
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder. IJCNLP(1) 2017: 142-151 - [i9]Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel:
QCRI Machine Translation Systems for IWSLT 16. CoRR abs/1701.03924 (2017) - [i8]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
What do Neural Machine Translation Models Learn about Morphology? CoRR abs/1704.03471 (2017) - [i7]Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov, Stephan Vogel:
Neural Machine Translation Training in a Multi-Domain Scenario. CoRR abs/1708.08712 (2017) - [i6]Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Ahmed Abdelali, Yonatan Belinkov, Stephan Vogel:
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging. CoRR abs/1709.00616 (2017) - 2016
- [c22]Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali:
A Deep Fusion Model for Domain Adaptation in Phrase-based MT. COLING 2016: 3177-3187 - [c21]Hassan Sajjad, Francisco Guzmán, Nadir Durrani, Ahmed Abdelali, Houda Bouamor, Irina P. Temnikova, Stephan Vogel:
Eyes Don't Lie: Predicting Machine Translation Quality Using Eye Movement. HLT-NAACL 2016: 1082-1088 - [c20]Mohamed Eldesouki, Fahim Dalvi, Hassan Sajjad, Kareem Darwish:
QCRI $@$ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features. VarDial@COLING 2016: 221-226 - [i5]Hassan Sajjad, Nadir Durrani, Francisco Guzmán, Preslav Nakov, Ahmed Abdelali, Stephan Vogel, Wael Salloum, Ahmed El Kholy, Nizar Habash:
Egyptian Arabic to English Statistical Machine Translation System for NIST OpenMT'2015. CoRR abs/1606.05759 (2016) - [i4]Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra:
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks. CoRR abs/1608.03902 (2016) - [i3]Dat Tien Nguyen, Shafiq R. Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra:
Applications of Online Deep Learning for Crisis Response Using Social Media Information. CoRR abs/1610.01030 (2016) - 2015
- [j1]Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani:
Bridging social media via distant supervision. Soc. Netw. Anal. Min. 5(1): 35:1-35:12 (2015) - [c19]Abdul Rafae, Abdul Qayyum, Muhammad Moeen Uddin, Asim Karim, Hassan Sajjad, Faisal Kamiran:
An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text. EMNLP 2015: 823-828 - [c18]Shafiq R. Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali, Stephan Vogel:
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models. EMNLP 2015: 1259-1270 - [c17]Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani:
Distant Supervision for Tweet Classification Using YouTube Labels. ICWSM 2015: 638-641 - [c16]Houda Bouamor, Hassan Sajjad, Nadir Durrani, Kemal Oflazer:
QCMUQ$@$QALB-2015 Shared Task: Combining Character level MT and Error-tolerant Finite-State Recognition for Arabic Spelling Correction. ANLP@ACL 2015: 144-149 - [c15]Francisco Guzmán, Ahmed Abdelali, Irina P. Temnikova, Hassan Sajjad, Stephan Vogel:
How do Humans Evaluate Machine Translation. WMT@EMNLP 2015: 457-466 - [i2]Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani:
Bridging Social Media via Distant Supervision. CoRR abs/1503.04424 (2015) - 2014
- [c14]Nadir Durrani, Hassan Sajjad, Hieu Hoang, Philipp Koehn:
Integrating an Unsupervised Transliteration Model into Statistical Machine Translation. EACL 2014: 148-153 - [c13]Kareem Darwish, Hassan Sajjad, Hamdy Mubarak:
Verifiably Effective Arabic Dialect Identification. EMNLP 2014: 1465-1468 - [c12]Ahmed Abdelali, Francisco Guzmán, Hassan Sajjad, Stephan Vogel:
The AMARA Corpus: Building Parallel Language Resources for the Educational Domain. LREC 2014: 1856-1862 - [c11]Kamla Al-Mannai, Hassan Sajjad, Alaa Khader, Fahad Al-Obaidli, Preslav Nakov, Stephan Vogel:
Unsupervised Word Segmentation Improves Dialectal Arabic to English Machine Translation. ANLP@EMNLP 2014: 207-216 - [i1]Muhammad Moeen Uddin, Muhammad Imran, Hassan Sajjad:
Understanding Types of Users on Twitter. CoRR abs/1406.1335 (2014) - 2013
- [b1]Hassan Sajjad:
Statistical models for unsupervised, semi-supervised and supervised transliteration mining. University of Stuttgart, 2013 - [c10]Hassan Sajjad, Kareem Darwish, Yonatan Belinkov:
Translating Dialectal Arabic to English. ACL (2) 2013: 1-6 - [c9]Nadir Durrani, Alexander M. Fraser, Helmut Schmid, Hassan Sajjad, Richárd Farkas:
Munich-Edinburgh-Stuttgart Submissions of OSM Systems at WMT13. WMT@ACL 2013: 122-127 - [c8]Hassan Sajjad, Svetlana Smekalova, Nadir Durrani, Alexander M. Fraser, Helmut Schmid:
QCRI-MES Submission at WMT13: Using Transliteration Mining to Improve Statistical Machine Translation. WMT@ACL 2013: 219-224 - [c7]Marion Weller, Max Kisselew, Svetlana Smekalova, Alexander M. Fraser, Helmut Schmid, Nadir Durrani, Hassan Sajjad, Richárd Farkas:
Munich-Edinburgh-Stuttgart Submissions at WMT13: Morphological and Syntactic Processing for SMT. WMT@ACL 2013: 232-239 - 2012
- [c6]Hassan Sajjad, Alexander M. Fraser, Helmut Schmid:
A Statistical Model for Unsupervised and Semi-supervised Transliteration Mining. ACL (1) 2012: 469-477 - [c5]Hassan Sajjad, Patrick Pantel, Michael Gamon:
Underspecified Query Refinement via Natural Language Question Generation. COLING 2012: 2341-2356 - 2011
- [c4]Hassan Sajjad, Alexander M. Fraser, Helmut Schmid:
An Algorithm for Unsupervised Transliteration Mining with an Application to Word Alignment. ACL 2011: 430-439 - [c3]Hassan Sajjad, Nadir Durrani, Helmut Schmid, Alexander M. Fraser:
Comparing Two Techniques for Learning Transliteration Models Using a Parallel Corpus. IJCNLP 2011: 129-137 - 2010
- [c2]Nadir Durrani, Hassan Sajjad, Alexander M. Fraser, Helmut Schmid:
Hindi-to-Urdu Machine Translation through Transliteration. ACL 2010: 465-474
2000 – 2009
- 2009
- [c1]Hassan Sajjad, Helmut Schmid:
Tagging Urdu Text with Parts of Speech: A Tagger Comparison. EACL 2009: 692-700
Coauthor Index
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