Hassan Sajjad

ORCID

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 101

Top Venues

University of Stuttgart (PHD)

Education History

University of Stuttgart

PHD

Publications

Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov
On the effect of dropping layers of pre-trained transformer models. Comput. Speech Lang. 77 (2023)
Fahim Dalvi, Hassan Sajjad, Nadir Durrani
NeuroX Library for Neuron Analysis of Deep NLP Models. CoRR (2023)
Yu Yu, Hassan Sajjad, Jia Xu
Learning Uncertainty for Unknown Domains with Zero-Target-Assumption. ICLR (2023)
Enes Altinisik, Hassan Sajjad, Husrev T. Sencar, Safa Messaoud, Sanjay Chawla
Impact of Adversarial Training on Robustness and Generalizability of Language Models. ACL (Findings) (2023)
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Tamim Jaban, Mus'ab Husaini, Ummar Abbas
NxPlain: Web-based Tool for Discovery of Latent Concepts. CoRR (2023)
Firoj Alam, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Abdul Rafae Khan, Jia Xu
ConceptX: A Framework for Latent Concept Analysis. AAAI (2023)
Mutahira Khalid, Asim Abbas, Hassan Sajjad, Hassan Ali Khattak, Tahir Hameed, Syed Ahmad Chan Bukhari
Knowledge Graph Based Trustworthy Medical Code Recommendations. HEALTHINF (2023)
Yimin Fan, Fahim Dalvi, Nadir Durrani, Hassan Sajjad
Evaluating Neuron Interpretation Methods of NLP Models. CoRR (2023)
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Tamim Jaban, Mus'ab Husaini, Ummar Abbas
NxPlain: A Web-based Tool for Discovery of Latent Concepts. EACL (System Demonstrations) (2023)
Hassan Sajjad, Imran Siddiqi, Momina Moetesum, Isabelle Marthot-Santaniello
Learning Structural Similarities from Handwriting on Papyri - An Application to Scribe Characterization. FIT (2023)
Fahim Dalvi, Hassan Sajjad, Nadir Durrani
NeuroX Library for Neuron Analysis of Deep NLP Models. ACL (demo) (2023)
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu
Analyzing Encoded Concepts in Transformer Language Models. NAACL-HLT (2022)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam
On the Transformation of Latent Space in Fine-Tuned NLP Models. CoRR (2022)
Hassan Sajjad, Nadir Durrani, Fahim Dalvi
Neuron-level Interpretation of Deep NLP Models: A Survey. Trans. Assoc. Comput. Linguistics 10 (2022)
Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani
Effect of Post-processing on Contextualized Word Representations. COLING (2022)
Ahmed Abdelali, Nadir Durrani, Fahim Dalvi, Hassan Sajjad
Interpreting Arabic Transformer Models. CoRR (2022)
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu
Analyzing Encoded Concepts in Transformer Language Models. CoRR (2022)
Firoj Alam, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Abdul Rafae Khan, Jia Xu
ConceptX: A Framework for Latent Concept Analysis. CoRR (2022)
Enes Altinisik, Hassan Sajjad, Husrev Taha Sencar, Safa Messaoud, Sanjay Chawla
Impact of Adversarial Training on Robustness and Generalizability of Language Models. CoRR (2022)
Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, Jia Xu
A clustering framework for lexical normalization of Roman Urdu. Nat. Lang. Eng. 28 (1) (2022)
Ahmed Abdelali, Nadir Durrani, Fahim Dalvi, Hassan Sajjad
Post-hoc analysis of Arabic transformer models. CoRR (2022)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam
On the Transformation of Latent Space in Fine-Tuned NLP Models. EMNLP (2022)
David Arps, Younes Samih, Laura Kallmeyer, Hassan Sajjad
Probing for Constituency Structure in Neural Language Models. EMNLP (Findings) (2022)
Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad
Discovering Latent Concepts Learned in BERT. CoRR (2022)
David Arps, Younes Samih, Laura Kallmeyer, Hassan Sajjad
Probing for Constituency Structure in Neural Language Models. CoRR (2022)
Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad
Discovering Latent Concepts Learned in BERT. ICLR (2022)
Ahmed Abdelali, Nadir Durrani, Fahim Dalvi, Hassan Sajjad
Post-hoc analysis of Arabic transformer models. BlackboxNLP@EMNLP (2022)
Nadir Durrani, Fahim Dalvi, Hassan Sajjad
Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models. CoRR (2022)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi
How transfer learning impacts linguistic knowledge in deep NLP models? CoRR (2021)
Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad, Alex Nikolov, Hamdy Mubarak, Giovanni Da San Martino, Ahmed Abdelali, Nadir Durrani, Kareem Darwish, Abdulaziz Al-Homaid, Wajdi Zaghouani, Tommaso Caselli, Gijs Danoe, Friso Stolk, Britt Bruntink, Preslav Nakov
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society. EMNLP (Findings) (2021)
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. ICWSM (2021)
Hassan Sajjad, Nadir Durrani, Fahim Dalvi
Neuron-level Interpretation of Deep NLP Models: A Survey. CoRR (2021)
Hassan Sajjad, Narine Kokhlikyan, Fahim Dalvi, Nadir Durrani
Fine-grained Interpretation and Causation Analysis in Deep NLP Models. CoRR (2021)
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. Trans. Assoc. Comput. Linguistics 9 (2021)
Ahsan Altaf, Hassan Sajjad, Cengiz Ozzaim, Ercument Arvas
Scattering From Chiral Cylinders of Arbitrary Cross-Sections Above a Ground Plane. IEEE Access 9 (2021)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi
How transfer learning impacts linguistic knowledge in deep NLP models? ACL/IJCNLP (Findings) (2021)
Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani
Effect of Post-processing on Contextualized Word Representations. CoRR (2021)
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. ICWSM (2021)
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli
Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. CoRR (2020)
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 (2020)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov
Analyzing Individual Neurons in Pre-trained Language Models. CoRR (2020)
John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass
Similarity Analysis of Contextual Word Representation Models. ACL (2020)
Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov
Poor Man's BERT: Smaller and Faster Transformer Models. CoRR (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
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms. CoRR (2020)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov
Analyzing Individual Neurons in Pre-trained Language Models. EMNLP (1) (2020)
Lucia Specia, Zhenhao Li, Juan Miguel 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)
Hassan Sajjad, Ahmed Abdelali, Nadir Durrani, Fahim Dalvi
AraBench: Benchmarking Dialectal Arabic-English Machine Translation. COLING (2020)
Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, Jia Xu
A Clustering Framework for Lexical Normalization of Roman Urdu. CoRR (2020)
Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov
Exploiting Redundancy in Pre-trained Language Models for Efficient Transfer Learning. CoRR (2020)
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) (2020)
John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass
Similarity Analysis of Contextual Word Representation Models. CoRR (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
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society. CoRR (2020)
Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov
Analyzing Redundancy in Pretrained Transformer Models. EMNLP (1) (2020)
Reem Suwaileh, Muhammad Imran, Tamer Elsayed, Hassan Sajjad
Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets. COLING (2020)
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Miguel Pino, Hassan Sajjad
Findings of the First Shared Task on Machine Translation Robustness. CoRR (2019)
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)
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)
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass
On the Linguistic Representational Power of Neural Machine Translation Models. CoRR (2019)
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)
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)
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Miguel Pino, Hassan Sajjad
Findings of the First Shared Task on Machine Translation Robustness. WMT (2) (2019)
Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish, Mohamed Eldesouki, Younes Samih, Hassan Sajjad
A System for Diacritizing Four Varieties of Arabic. EMNLP/IJCNLP (3) (2019)
Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad, Younes Samih, Kareem Darwish
Highly Effective Arabic Diacritization using Sequence to Sequence Modeling. NAACL-HLT (1) (2019)
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)
Houda Bouamor, Hassan Sajjad
H2@BUCC18: Parallel Sentence Extraction from Comparable Corpora Using Multilingual Sentence Embeddings. BUCC@LREC (2018)
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation. NAACL-HLT (2) (2018)
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation. CoRR (2018)
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 (2018)
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 (2018)
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 (2018)
Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass
Identifying and Controlling Important Neurons in Neural Machine Translation. CoRR (2018)
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov, Stephan Vogel
Neural Machine Translation Training in a Multi-Domain Scenario. IWSLT (2017)
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Stephan Vogel
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder. IJCNLP(1) (2017)
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)
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass
What do Neural Machine Translation Models Learn about Morphology? ACL (1) (2017)
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)
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 (2017)
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov, Stephan Vogel
Neural Machine Translation Training in a Multi-Domain Scenario. CoRR (2017)
Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel
QCRI Machine Translation Systems for IWSLT 16. CoRR (2017)
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)
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)
Hassan Sajjad, Helmut Schmid, Alexander M. Fraser, Hinrich Schütze
Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining. Comput. Linguistics 43 (2) (2017)
Shafiq R. Joty, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali
Domain adaptation using neural network joint model. Comput. Speech Lang. 45 (2017)
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass
What do Neural Machine Translation Models Learn about Morphology? CoRR (2017)
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)
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 (2016)
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)
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 (2016)
Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali
A Deep Fusion Model for Domain Adaptation in Phrase-based MT. COLING (2016)
Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel
QCRI's Machine Translation Systems for IWSLT'16. IWSLT (2016)
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 (2016)
Hassan Sajjad, Francisco Guzmán, Stephan Vogel
An Empirical Study: Post-editing Effort for English to Arabic Hybrid Machine Translation. AMTA (2) (2016)
Mohamed Eldesouki, Fahim Dalvi, Hassan Sajjad, Kareem Darwish
QCRI $@$ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features. VarDial@COLING (2016)
Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani
Distant Supervision for Tweet Classification Using YouTube Labels. ICWSM (2015)
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)
Walid Magdy, Hassan Sajjad, Tarek El-Ganainy, Fabrizio Sebastiani
Bridging Social Media via Distant Supervision. CoRR (2015)
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)
Francisco Guzmán, Ahmed Abdelali, Irina P. Temnikova, Hassan Sajjad, Stephan Vogel
How do Humans Evaluate Machine Translation. WMT@EMNLP (2015)
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)
Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali, Stephan Vogel
Using joint models or domain adaptation in statistical machine translation. MTSummit (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hassan Sajjad