Publications
All Publications
- jun 2024Multilingual Nonce Dependency Treebanks: Understanding how LLMs represent and process syntactic structure
Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
- jun 2024Long-form Evaluation of Model Editing
Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
- dec 2023Evaluating Neuron Interpretation Methods of NLP Models
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPs)
- jul 2023Impact of Adversarial Training on Robustness and Generalizability of Language Models
Proceedings of the Findings of Association for Computational Linguistics (ACL)
- jul 2023NeuroX Library for Neuron Analysis of Deep NLP Models
Proceedings of the Association for Computational Linguistics (ACL)
- may 2023Learning Uncertainty for Unknown Domains with Zero-Target-Assumption
International Conference on Learning Representations (ICLR)
- may 2023NxPlain: A Web-based Tool for Discovery of Latent Concepts
Proceedings of the European Chapter of the Association for Computational Linguistics (EACL)
- feb 2023
- dec 2022Probing for Constituency Structure in Neural Language Models
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
- dec 2022On the Transformation of Latent Space in Fine-Tuned NLP Models
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
- dec 2022Post-hoc analysis of Arabic transformer models
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP
- oct 2022Effect of Post-processing on Contextualized Word Representations
Proceedings of the 29th International Conference on Computational Linguistics (COLING)
- jul 2022Analyzing Encoded Concepts in Transformer Language Models
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
- may 2022Discovering Latent Concepts Learned in BERT
International Conference on Learning Representations (ICLR)
- aug 2021How Transfer Learning Impacts Linguistic Knowledge in Deep NLP Models?
Findings of the Association for Computational Linguistics (ACL-IJCNLP))
- jun 2021Fine-grained Interpretationand Causation Analysis in Deep NLP Models
North American Chapter of the Association of Computational Linguistics: Human Language Technologies (NAACL-HLT)
- jun 2021Implicit Representations of Event Properties within Contextual Language Models: Searching for “Causativity Neurons"
International Conference on Computational Semantics (IWCS)
- jun 2021CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing
International Conference on Web and Social Media (ICWSM)
- jun 2021Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms
International Conference on Web and Social Media (ICWSM)
- dec 2020Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets
Proceedings of the 28th International Conference on Computational Linguistics (COLING)
- dec 2020AraBench: Benchmarking Dialectal Arabic-English Machine Translation
Proceedings of the 28th International Conference on Computational Linguistics (COLING)
- nov 2020Analyzing Individual Neurons in Pre-trained Language Models
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
- nov 2020Analyzing Redundancy in Pretrained Transformer Models
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
- nov 2020Findings of the WMT 2020 Shared Task on Machine Translation Robustness
Proceedings of the Fifth Conference on Machine Translation
- jul 2020Similarity Analysis of Contextual Word Representation Models
Proceedings of the Annual Conference of the Association for Computational Linguistics (ACL)
- nov 2019A System for Diacritizing Four Varieties of Arabic
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations
- aug 2019Findings of the First Shared Task on Machine Translation Robustness
Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)
- jun 2019One Size Does Not Fit All: Comparing NMT Representations of Different Granularities
Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)
- jun 2019Highly Effective Arabic Diacritization using Sequence to Sequence Modeling
Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)
- may 2019Identifying and Controlling Important Neurons in Neural Machine Translation
International Conference on Learning Representations (ICLR)
- mar 2019What is one Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)
- jun 2018Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation
Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)
- 2018H2@BUCC18: Parallel Sentence Extraction from Comparable Corpora Using Multilingual Sentence Embeddings
11th Workshop on Building and Using Comparable Corpora - Special Topic: Comparable Corpora for Asian Languages, BUCC@LREC 2018, Miyazaki, Japan, May 8, 2018
- dec 2017Neural Machine Translation Training in a Multi-Domain Scenario
Proceedings of the 14th International Conference on Spoken Language Translation
- nov 2017Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- nov 2017Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- aug 2017What do Neural Machine Translation Models Learn about Morphology?
Proceedings of the 55th Conference of the Association for Computational Linguistics (ACL)
- jul 2017Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- apr 2017The SUMMA Platform Prototype
Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics
- apr 2017QCRI Live Speech Translation System
Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics
- dec 2016A Deep Fusion Model for Domain Adaptation in Phrase-based MT
Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers
- dec 2016QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features
Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial3)
- dec 2016QCRI’s Machine Translation Systems for IWSLT’16
Proceedings of the 13th International Conference on Spoken Language Translation
- oct 2016An Empirical Study: Post-editing Effort for English to Arabic Hybrid Machine Translation
Conferences of the Association for Machine Translation in the Americas: MT Users’ Track
- oct 2016
Normalizing Mathematical Expressions to Improve the Translation of Educational Content
Proceedings of the AMTA 2016 Workshop Semitic Machine Translation (SeMaT)
- oct 2016
Applications of Online Deep Learning for Crisis Response Using Social Media Information
Proceedings of the 4th International Workshop on Social Web for Disaster Management (SWDM)
- jun 2016Eyes Don’t Lie: Predicting Machine Translation Quality Using Eye Movement
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- oct 2015Using joint models or domain adaptation in statistical machine translation
Proceedings of Machine Translation Summit XV: Papers
- sep 2015An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- sep 2015How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- sep 2015How do Humans Evaluate Machine Translation
Proceedings of the Tenth Workshop on Statistical Machine Translation
- jul 2015QCMUQ@QALB-2015 Shared Task: Combining Character level MT and Error-tolerant Finite-State Recognition for Arabic Spelling Correction
Proceedings of the Second Workshop on Arabic Natural Language Processing
- jun 2015
QCN Egyptian Arabic to English Machine Translation System for NIST OpenMT15
Workshop of NIST OpenMT15
- may 2015
Distant Supervision for Tweet Classification Using YouTube Labels
Proceedings of the Ninth International AAAI Conference on Web and Social Media (ICWSM)
- 2015
Bridging social media via distant supervision
- oct 2014
Verifiably Effective Arabic Dialect Identification.
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
- oct 2014
Unsupervised word segmentation improves dialectal Arabic to English machine translation
Proceedings of the Workshop of Arabic Natural Language Processing (ANLP)
- may 2014
Understanding Types of Users on Twitter
Proceedings of the 6th ASE International Conference in Social Computing (SocialCom)
- may 2014
The AMARA Corpus: Building Parallel Language Resources for the Educational Domain
Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC)
- apr 2014
Integrating an Unsupervised Transliteration Model into Statistical Machine Translation
Proceedings of the 15th Conference of the European Chapter of the ACL (EACL)
- dec 2013
The AMARA Corpus: Building Resources for Translating the Web’s Educational Content
Proceedings of the 10th International Workshop on Spoken Language Technology (IWSLT)
- dec 2013
QCRI at IWSLT 2013: Experiments in Arabic-English and English-Arabic Spoken Language Translation
Proceedings of the 10th International Workshop on Spoken Language Technology (IWSLT)
- aug 2013
Translating Dialectal Arabic to English
Proceedings of the 51st Conference of the Association for Computational Linguistics (ACL)
- aug 2013
Munich-Edinburgh-Stuttgart Submissions at WMT13: Morphological and Syntactic Processing for SMT
Proceedings of the Eighth Workshop on Statistical Machine Translation (WMT)
- aug 2013
Munich-Edinburgh-Stuttgart Submissions of OSM Systems at WMT13
Proceedings of the Eighth Workshop on Statistical Machine Translation (WMT)
- aug 2013
QCRI-MES Submission at WMT13: Using Transliteration Mining to Improve Statistical Machine Translation
Proceedings of the Eighth Workshop on Statistical Machine Translation (WMT)
- dec 2012
Underspecified Query Refinement via Natural Language Question Generation
Proceedings of the 24th International Conference on Computational Linguistics (COLING)
- jul 2012
A Statistical Model for Unsupervised and Semi-supervised Transliteration Mining
Proceedings of the 50th Conference of the Association for Computational Linguistics (ACL)
- nov 2011
Comparing Two Techniques for Learning Transliteration Models Using a Parallel Corpus
Proceedings of 5th International Joint Conference on Natural Language Processing (IJCNLP)
- jun 2011
An Algorithm for Unsupervised Transliteration Mining with an Application to Word Alignment
Proceedings of the 49th Conference of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT)
- jul 2010
Hindi-to-Urdu Machine Translation through Transliteration
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL)
- apr 2009
Tagging Urdu Text with Parts of Speech: A Tagger Comparison
Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics (EACL)