Fahim Dalvi

Most-cited papers

What do Neural Machine Translation Models Learn about Morphology?
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad +1 more
2017Annual Meeting of the Association for Computational Linguistics458 citations Open access
Semantic Scholar
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov +2 more
2018AAAI Conference on Artificial Intelligence231 citations Open access
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On the effect of dropping layers of pre-trained transformer models
Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov
2020Computer Speech and Language206 citations Open access
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Identifying and Controlling Important Neurons in Neural Machine Translation
A. Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani +2 more
2018International Conference on Learning Representations205 citations
Semantic Scholar
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society
Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad +13 more
2020Conference on Empirical Methods in Natural Language Processing189 citations Open access
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Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
Yonatan Belinkov, Llu'is Màrquez, Hassan Sajjad, Nadir Durrani +2 more
2017International Joint Conference on Natural Language Processing179 citations
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FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN
Ebrahim Ansari, Amittai Axelrod, Bach Nguyen, Ondrej Bojar +19 more
2020International Workshop on Spoken Language Translation141 citations Open access
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Poor Man's BERT: Smaller and Faster Transformer Models
Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov
2020arXiv.org133 citations
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Analyzing Individual Neurons in Pre-trained Language Models
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov
2020Conference on Empirical Methods in Natural Language Processing130 citations Open access
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Analyzing Redundancy in Pretrained Transformer Models
Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov
2020Conference on Empirical Methods in Natural Language Processing122 citations Open access
Semantic Scholar
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms
Firoj Alam, Fahim Dalvi, Shaden Shaar, Nadir Durrani +7 more
2020International Conference on Web and Social Media117 citations Open access
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Neuron-level Interpretation of Deep NLP Models: A Survey
Hassan Sajjad, Nadir Durrani, Fahim Dalvi
2021Transactions of the Association for Computational Linguistics110 citations Open access
Semantic Scholar
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel
2018North American Chapter of the Association for Computational Linguistics104 citations Open access
Semantic Scholar
Fanar: An Arabic-Centric Multimodal Generative AI Platform
Ummar Abbas, M. S. Ahmad, Firoj Alam, Enes Altinisik +37 more
2025arXiv.org95 citations
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Similarity Analysis of Contextual Word Representation Models
John Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani +2 more
2020Annual Meeting of the Association for Computational Linguistics88 citations Open access
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Discovering Latent Concepts Learned in BERT
Fahim Dalvi, A. Khan, Firoj Alam, Nadir Durrani +2 more
2022International Conference on Learning Representations82 citations Open access
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On the Linguistic Representational Power of Neural Machine Translation Models
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad +1 more
2019International Conference on Computational Logic78 citations Open access
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AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs
Basel Mousi, Nadir Durrani, Fatema Ahmad, Md Arid Hasan +5 more
2024arXiv.org69 citations
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Analyzing Encoded Concepts in Transformer Language Models
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam +2 more
2022North American Chapter of the Association for Computational Linguistics66 citations Open access
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Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov +1 more
2017International Joint Conference on Natural Language Processing60 citations
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How transfer learning impacts linguistic knowledge in deep NLP models?
Nadir Durrani, Hassan Sajjad, Fahim Dalvi
2021Findings58 citations Open access
Semantic Scholar
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks
Fahim Dalvi, Avery Nortonsmith, A. Bau, Yonatan Belinkov +3 more
2018AAAI Conference on Artificial Intelligence56 citations Open access
Semantic Scholar
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Sebastian Gehrmann, H. Strobelt, Alexander M. Rush, Fabio Kepler +496 more
201955 citations Open access
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AraBench: Benchmarking Dialectal Arabic-English Machine Translation
Hassan Sajjad, Ahmed Abdelali, Nadir Durrani, Fahim Dalvi
2020International Conference on Computational Linguistics53 citations Open access
Semantic Scholar
Neural Machine Translation Training in a Multi-Domain Scenario
Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov +1 more
2017International Workshop on Spoken Language Translation47 citations
Semantic Scholar
One Size Does Not Fit All: Comparing NMT Representations of Different Granularities
Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Yonatan Belinkov +1 more
2019North American Chapter of the Association for Computational Linguistics45 citations Open access
Semantic Scholar
LAraBench: Benchmarking Arabic AI with Large Language Models
Ahmed Abdelali, Hamdy Mubarak, S. Chowdhury, Maram Hasanain +13 more
2023Conference of the European Chapter of the Association for Computational Linguistics44 citations Open access
Semantic Scholar
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking
Fahim Dalvi, Maram Hasanain, Sabri Boughorbel, Basel Mousi +9 more
2023Conference of the European Chapter of the Association for Computational Linguistics34 citations Open access
Semantic Scholar
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging
Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Ahmed Abdelali +2 more
2017Annual Meeting of the Association for Computational Linguistics31 citations Open access
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QCRI $@$ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features
Mohamed Eldesouki, Fahim Dalvi, Hassan Sajjad, Kareem Darwish
2016VarDial@COLING30 citations
Semantic Scholar
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
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Discovering Salient Neurons in deep NLP models
Nadir Durrani, Fahim Dalvi, Hassan Sajjad
2022Journal of machine learning research24 citations
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On the Transformation of Latent Space in Fine-Tuned NLP Models
Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam
2022Conference on Empirical Methods in Natural Language Processing23 citations Open access
Semantic Scholar
Rumour verification through recurring information and an inner-attention mechanism
Ahmet Aker, Alfred Sliwa, Fahim Dalvi, Kalina Bontcheva
2019Online Soc. Networks Media23 citations Open access
Semantic Scholar
NatiQ: An End-to-end Text-to-Speech System for Arabic
Ahmed Abdelali, Nadir Durrani, C. Demiroğlu, Fahim Dalvi +2 more
2022Workshop on Arabic Natural Language Processing20 citations Open access
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Can LLMs facilitate interpretation of pre-trained language models?
Basel Mousi, Nadir Durrani, Fahim Dalvi
2023Conference on Empirical Methods in Natural Language Processing19 citations Open access
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QCRI Machine Translation Systems for IWSLT 16
Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel
2017arXiv.org19 citations
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Latent Concept-based Explanation of NLP Models
Xue-Min Yu, Fahim Dalvi, Nadir Durrani, Marzia Nouri +1 more
2024Conference on Empirical Methods in Natural Language Processing17 citations
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NeuroX Library for Neuron Analysis of Deep NLP Models
Fahim Dalvi, Hassan Sajjad, Nadir Durrani
2023Annual Meeting of the Association for Computational Linguistics17 citations Open access
Semantic Scholar
Exploring Alignment in Shared Cross-lingual Spaces
Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly +1 more
2024Annual Meeting of the Association for Computational Linguistics14 citations
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Effect of Post-processing on Contextualized Word Representations
Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani
2021International Conference on Computational Linguistics13 citations
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Evaluating Neuron Interpretation Methods of NLP Models
Yimin Fan, Fahim Dalvi, Nadir Durrani, Hassan Sajjad
2023Neural Information Processing Systems11 citations Open access
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Scaling up Discovery of Latent Concepts in Deep NLP Models
Majd Hawasly, Fahim Dalvi, Nadir Durrani
2023Conference of the European Chapter of the Association for Computational Linguistics11 citations Open access
Semantic Scholar
Sign Language Recognition Using Temporal Classification
H. Cate, Fahim Dalvi, Zeshan Hussain
2017arXiv.org11 citations
Semantic Scholar
Fanar 2.0: Arabic Generative AI Stack
Mohammad Mahdi Abootorabi, Ummar Abbas, M. S. Ahmad, M. Ahmad +33 more
2026arXiv.org9 citations
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Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
Semantic Scholar
DeepFace: Face Generation using Deep Learning
H. Cate, Fahim Dalvi, Zeshan Hussain
2017arXiv.org9 citations
Semantic Scholar
Fine-grained Interpretation and Causation Analysis in Deep NLP Models
Hassan Sajjad, Narine Kokhlikyan, Fahim Dalvi, Nadir Durrani
2021North American Chapter of the Association for Computational Linguistics8 citations Open access
Semantic Scholar
QCRI Live Speech Translation System
Fahim Dalvi, Yifan Zhang, Sameer Khurana, Nadir Durrani +5 more
2017Conference of the European Chapter of the Association for Computational Linguistics8 citations Open access
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OASIS: A Multilingual and Multimodal Dataset for Culturally Grounded Spoken Visual QA
Firoj Alam, Ali Ezzat Shahroor, Md Arid Hasan, Zien Sheikh Ali +7 more
20256 citations
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