Fahim Dalvi

According to our database, Fahim Dalvi authored at least 55 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Scaling up Discovery of Latent Concepts in Deep NLP Models.

Majd Hawasly, Fahim Dalvi, Nadir Durrani

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking.

Fahim Dalvi, Maram Hasanain, Sabri Boughorbel, Basel Mousi, Samir Abdaljalil, Nizi Nazar, Ahmed Abdelali, Shammur Absar Chowdhury, Hamdy Mubarak, Ahmed Ali

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

LAraBench: Benchmarking Arabic AI with Large Language Models.

Ahmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury, Maram Hasanain, Basel Mousi, Sabri Boughorbel, Samir Abdaljalil, Yassine El Kheir, Daniel Izham, Fahim Dalvi, Majd Hawasly, Nizi Nazar, Yousseif Elshahawy, Ahmed Ali, Nadir Durrani, Natasa Milic-Frayling, Firoj Alam

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

On the effect of dropping layers of pre-trained transformer models.

Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov

Comput. Speech Lang., 2023

Scaled-up Discovery of Latent Concepts in Deep NLP Models.

Majd Hawasly, Fahim Dalvi, Nadir Durrani

CoRR, 2023

LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking.

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

CoRR, 2023

Benchmarking Arabic AI with Large Language Models.

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

CoRR, 2023

Evaluating Neuron Interpretation Methods of NLP Models.

Yimin Fan, Fahim Dalvi, Nadir Durrani, Hassan Sajjad

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Can LLMs Facilitate Interpretation of Pre-trained Language Models?

Basel Mousi, Nadir Durrani, Fahim Dalvi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

NxPlain: A Web-based Tool for Discovery of Latent Concepts.

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Tamim Jaban, Mus'ab Husaini, Ummar Abbas

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

NeuroX Library for Neuron Analysis of Deep NLP Models.

Fahim Dalvi, Hassan Sajjad, Nadir Durrani

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

ConceptX: A Framework for Latent Concept Analysis.

Firoj Alam, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Abdul Rafae Khan, Jia Xu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Neuron-level Interpretation of Deep NLP Models: A Survey.

Hassan Sajjad, Nadir Durrani, Fahim Dalvi

Trans. Assoc. Comput. Linguistics, 2022

Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models.

Nadir Durrani, Fahim Dalvi, Hassan Sajjad

CoRR, 2022

QCRI's COVID-19 Disinformation Detector: A System to Fight the COVID-19 Infodemic in Social Media.

Preslav Nakov, Firoj Alam, Yifan Zhang, Animesh Prakash, Fahim Dalvi

CoRR, 2022

NatiQ: An End-to-end Text-to-Speech System for Arabic.

Ahmed Abdelali, Nadir Durrani, Cenk Demiroglu, Fahim Dalvi, Hamdy Mubarak, Kareem Darwish

Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022

Analyzing Encoded Concepts in Transformer Language Models.

Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Discovering Latent Concepts Learned in BERT.

Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad

Proceedings of the Tenth International Conference on Learning Representations, 2022

On the Transformation of Latent Space in Fine-Tuned NLP Models.

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Effect of Post-processing on Contextualized Word Representations.

Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Post-hoc analysis of Arabic transformer models.

Ahmed Abdelali, Nadir Durrani, Fahim Dalvi, Hassan Sajjad

Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

2021

Fine-grained Interpretation and Causation Analysis in Deep NLP Models.

Hassan Sajjad, Narine Kokhlikyan, Fahim Dalvi, Nadir Durrani

CoRR, 2021

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

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

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

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, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

How transfer learning impacts linguistic knowledge in deep NLP models?

Nadir Durrani, Hassan Sajjad, Fahim Dalvi

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

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

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

CoRR, 2020

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

Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov

CoRR, 2020

Poor Man's BERT: Smaller and Faster Transformer Models.

Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov

CoRR, 2020

On the Linguistic Representational Power of Neural Machine Translation Models.

Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass

Comput. Linguistics, 2020

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN.

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 Waibel, Changhan Wang

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Analyzing Individual Neurons in Pre-trained Language Models.

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Analyzing Redundancy in Pretrained Transformer Models.

Fahim Dalvi, Hassan Sajjad, Nadir Durrani, Yonatan Belinkov

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

AraBench: Benchmarking Dialectal Arabic-English Machine Translation.

Hassan Sajjad, Ahmed Abdelali, Nadir Durrani, Fahim Dalvi

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Similarity Analysis of Contextual Word Representation Models.

John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Rumour verification through recurring information and an inner-attention mechanism.

Ahmet Aker, Alfred Sliwa, Fahim Dalvi, Kalina Bontcheva

Online Soc. Networks Media, 2019

One Size Does Not Fit All: Comparing NMT Representations of Different Granularities.

Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Yonatan Belinkov, Preslav Nakov

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Identifying and Controlling Important Neurons in Neural Machine Translation.

Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass

Proceedings of the 7th International Conference on Learning Representations, 2019

NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks.

Fahim Dalvi, Avery Nortonsmith, Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James R. Glass

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

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

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James R. Glass

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

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

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Group Identification in Crowded Environments Using Proximity Sensing.

Shaden Shaar, Saquib Razak, Fahim Dalvi, Syed Ali Hashim Moosavi

Proceedings of the 43rd IEEE Conference on Local Computer Networks, 2018

Qlusty: Quick and Dirty Generation of Event Videos from Written Media Coverage.

Alberto Barrón-Cedeño, Giovanni Da San Martino, Yifan Zhang, Ahmed M. Ali, Fahim Dalvi

Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval co-located with 40th European Conference on Information Retrieval (ECIR 2018), 2018

2017

QCRI Machine Translation Systems for IWSLT 16.

Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel

CoRR, 2017

DeepFace: Face Generation using Deep Learning.

Hardie Cate, Fahim Dalvi, Zeshan Hussain

CoRR, 2017

Sign Language Recognition Using Temporal Classification.

Hardie Cate, Fahim Dalvi, Zeshan Hussain

CoRR, 2017

Neural Machine Translation Training in a Multi-Domain Scenario.

Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov, Stephan Vogel

Proceedings of the 14th International Conference on Spoken Language Translation, 2017

Continuous Space Reordering Models for Phrase-based MT.

Nadir Durrani, Fahim Dalvi

Proceedings of the 14th International Conference on Spoken Language Translation, 2017

Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder.

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Stephan Vogel

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

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

Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

The SUMMA Platform Prototype.

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

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

QCRI Live Speech Translation System.

Fahim Dalvi, Yifan Zhang, Sameer Khurana, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali, Hamdy Mubarak, Ahmed M. Ali, Stephan Vogel

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging.

Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Ahmed Abdelali, Yonatan Belinkov, Stephan Vogel

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

What do Neural Machine Translation Models Learn about Morphology?

Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

QCRI $@$ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features.

Mohamed Eldesouki, Fahim Dalvi, Hassan Sajjad, Kareem Darwish

Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects, 2016

QCRI's Machine Translation Systems for IWSLT'16.

Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Stephan Vogel

Proceedings of the 13th International Conference on Spoken Language Translation, 2016