Nadir Durrani

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 90

Top Venues

CoRR

COLING

IWSLT

Comput. Speech Lang.

University of Stuttgart (PHD)

Education History

University of Stuttgart

PHD

Publications

Shammur Absar Chowdhury, Nadir Durrani, Ahmed Ali
What do end-to-end speech models learn about speaker, language and channel information? A layer-wise and neuron-level analysis. Comput. Speech Lang. 83 (2024)
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)
Fahim Dalvi, Maram Hasanain, Sabri Boughorbel, Basel Mousi, Samir Abdaljalil, Nizi Nazar, Ahmed Abdelali, Shammur Absar Chowdhury, Hamdy Mubarak, Ahmed Ali, Majd Hawasly, Nadir Durrani, Firoj Alam
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking. CoRR (2023)
Basel Mousi, Nadir Durrani, Fahim Dalvi
Can LLMs Facilitate Interpretation of Pre-trained Language Models? EMNLP (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)
Ahmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury, Maram Hasanain, Basel Mousi, Sabri Boughorbel, Yassine El Kheir, Daniel Izham, Fahim Dalvi, Majd Hawasly, Nizi Nazar, Yousseif Elshahawy, Ahmed Ali, Nadir Durrani, Natasa Milic-Frayling, Firoj Alam
Benchmarking Arabic AI with Large Language Models. CoRR (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)
Yimin Fan, Fahim Dalvi, Nadir Durrani, Hassan Sajjad
Evaluating Neuron Interpretation Methods of NLP Models. NeurIPS (2023)
Basel Mousi, Nadir Durrani, Fahim Dalvi
Can LLMs facilitate interpretation of pre-trained language models? CoRR (2023)
Majd Hawasly, Fahim Dalvi, Nadir Durrani
Scaled-up Discovery of Latent Concepts in Deep NLP Models. CoRR (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)
Ahmed Abdelali, Nadir Durrani, Cenk Demiroglu, Fahim Dalvi, Hamdy Mubarak, Kareem Darwish
NatiQ: An End-to-end Text-to-Speech System for Arabic. CoRR (2022)
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam
On the Transformation of Latent Space in Fine-Tuned NLP Models. CoRR (2022)
Ahmed Abdelali, Nadir Durrani, Cenk Demiroglu, Fahim Dalvi, Hamdy Mubarak, Kareem Darwish
NatiQ: An End-to-end Text-to-Speech System for Arabic. WANLP@EMNLP (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)
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)
Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad
Discovering Latent Concepts Learned in BERT. 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)
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)
Shammur Absar Chowdhury, Nadir Durrani, Ahmed Ali
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis. CoRR (2021)
Ebrahim Ansari, Amittai Axelrod, Nguyen Bach, Ondrej Bojar, Roldano Cattoni, Fahim Dalvi, Nadir Durrani, Marcello Federico, Christian Federmann, Jiatao Gu, Fei Huang, Kevin Knight, Xutai Ma, Ajay Nagesh, Matteo Negri, Jan Niehues, Juan Miguel Pino, Elizabeth Salesky, Xing Shi, Sebastian Stüker, Marco Turchi, Alexander H. Waibel, Changhan Wang
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. IWSLT (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)
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)
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)
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)
Nadir Durrani, Fahim Dalvi
Continuous Space Reordering Models for Phrase-based MT. 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)
Nadir Durrani, Fahim Dalvi
Continuous Space Reordering Models for Phrase-based MT. IWSLT (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)
Nadeem Jadoon Khan, Waqas Anwar, Nadir Durrani
Machine Translation Approaches and Survey for Indian Languages. 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)
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)
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)
Ahmad Musleh, Nadir Durrani, Irina P. Temnikova, Preslav Nakov, Stephan Vogel, Osama Alsaad
Enabling Medical Translation for Low-Resource Languages. 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)
Ahmed Abdelali, Kareem Darwish, Nadir Durrani, Hamdy Mubarak
Farasa: A Fast and Furious Segmenter for Arabic. HLT-NAACL Demos (2016)
Ahmad Musleh, Nadir Durrani, Irina P. Temnikova, Preslav Nakov, Stephan Vogel, Osama Alsaad
Enabling Medical Translation for Low-Resource Languages. CICLing (2) (2016)
Ahmed Abdelali, Nadir Durrani, Francisco Guzmán
iAppraise: A Manual Machine Translation Evaluation Environment Supporting Eye-tracking. HLT-NAACL Demos (2016)
Nadir Durrani, Helmut Schmid, Alexander M. Fraser, Philipp Koehn, Hinrich Schütze
The Operation Sequence Model - Combining N-Gram-Based and Phrase-Based Statistical Machine Translation. Comput. Linguistics 41 (2) (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)
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)
Markus Freitag, Joern Wuebker, Stephan Peitz, Hermann Ney, Matthias Huck, Alexandra Birch, Nadir Durrani, Philipp Koehn, Mohammed Mediani, Isabel Slawik, Jan Niehues, Eunach Cho, Alex Waibel, Nicola Bertoldi, Mauro Cettolo, Marcello Federico
Combined spoken language translation. IWSLT (Evaluation Campaign) (2014)
Nadir Durrani, Yaser Al-Onaizan, Abraham Ittycheriah
Improving Egyptian-to-English SMT by Mapping Egyptian into MSA. CICLing (2) (2014)
Markus Freitag, Stephan Peitz, Joern Wuebker, Hermann Ney, Matthias Huck, Rico Sennrich, Nadir Durrani, Maria Nadejde, Philip Williams, Philipp Koehn, Teresa Herrmann, Eunah Cho, Alex Waibel
EU-BRIDGE MT: Combined Machine Translation. WMT@ACL (2014)
Nadir Durrani, Barry Haddow, Philipp Koehn, Kenneth Heafield
Edinburgh's Phrase-based Machine Translation Systems for WMT-14. WMT@ACL (2014)
Alexandra Birch, Matthias Huck, Nadir Durrani, Nikolay Bogoychev, Philipp Koehn
Edinburgh SLT and MT system description for the IWSLT 2014 evaluation. IWSLT (Evaluation Campaign) (2014)
Nadir Durrani, Philipp Koehn, Helmut Schmid, Alexander M. Fraser
Investigating the Usefulness of Generalized Word Representations in SMT. COLING (2014)
Nadir Durrani, Hassan Sajjad, Hieu Hoang, Philipp Koehn
Integrating an Unsupervised Transliteration Model into Statistical Machine Translation. EACL (2014)
Nadir Durrani, Philipp Koehn
Improving machine translation via triangulation and transliteration. EAMT (2014)
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)
Nadir Durrani, Barry Haddow, Kenneth Heafield, Philipp Koehn
Edinburgh's Machine Translation Systems for European Language Pairs. WMT@ACL (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nadir Durrani