Publications

(2023). Evaluating Neuron Interpretation Methods of NLP Models. Thirty-seventh Conference on Neural Information Processing Systems.

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(2023). NeuroX Library for Neuron Analysis of Deep NLP Models. Proceedings of the Association for Computational Linguistics (ACL).

(2023). NxPlain: A Web-based Tool for Discovery of Latent Concepts. Proceedings of the European Chapter of the Association for Computational Linguistics (EACL).

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(2023). Learning Uncertainty for Unknown Domains with Zero-Target-Assumption. International Conference on Learning Representations (ICLR).

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(2023). Discovering Salient Neurons in deep NLP models. Journal of Machine Learning Research (JMLR).

(2022). Probing for Constituency Structure in Neural Language Models. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2022). On the Transformation of Latent Space in Fine-Tuned NLP Models. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2022). Post-hoc analysis of Arabic transformer models. Proceedings of the BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP.

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(2022). Effect of Post-processing on Contextualized Word Representations. Proceedings of the 29th International Conference on Computational Linguistics (COLING).

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(2022). Analyzing 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).

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(2022). Discovering Latent Concepts Learned in BERT. International Conference on Learning Representations (ICLR).

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(2022). Neuron-level Interpretation of Deep NLP Models: A Survey. Transactions of the Association for Computational Linguistics.

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(2021). How transfer learning impacts linguistic knowledge in deep NLP models?. Findings of the Association for Computational Linguistics (ACL-IJCNLP)).

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(2021). Fine-grained Interpretationand Causation Analysis in Deep NLP Models. North American Chapter of the Association of Computational Linguistics: Human Language Technologies (NAACL-HLT).

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(2020). Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets. Proceedings of the 28th International Conference on Computational Linguistics.

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(2020). AraBench: Benchmarking Dialectal Arabic-English Machine Translation. Proceedings of the 28th International Conference on Computational Linguistics.

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(2020). Analyzing Redundancy in Pretrained Transformer Models. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2020). Analyzing Individual Neurons in Pre-trained Language Models. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2020). Similarity Analysis of Contextual Word Representation Models. Proceedings of the Annual Conference of the Association for Computational Linguistics (ACL).

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(2019). A System for Diacritizing Four Varieties of Arabic. In Proceedings of the Empirical Methods in Natural Language Processing (EMNLP).

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(2019). One 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).

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(2019). Highly 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).

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(2018). Incremental 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).

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(2018). H2@BUCC18: Parallel Sentence Extraction from Comparable Corpora Using Multilingual Sentence Embeddings. Proceedings of the 11th Workshop on Building and Using Comparable Corpora (BUCC).

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(2017). Neural Machine Translation Training in a Multi-Domain Scenario. Proceedings of the 14th International Workshop on Spoken Language Translation (IWSLT).

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(2017). Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder. Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP).

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(2017). What do Neural Machine Translation Models Learn about Morphology?. Proceedings of the 55th Conference of the Association for Computational Linguistics (ACL).

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(2017). The SUMMA Platform Prototype. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).

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(2017). QCRI Live Speech Translation System. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).

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(2016). QCRI’s Machine Translation Systems for IWSLT’2016. Proceedings of the 13th International Workshop on Spoken Language Translation (IWSLT).

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(2016). QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual. Proceedings of the 3rd Workshop on NLP for Similar Languages, Varieties and Dialects.

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(2016). A Deep Fusion Model for Domain Adaptation in Phrase-based MT. Proceedings of the 26th International Conference on Computational Linguistics (COLING).

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(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).

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(2016). An Empirical Study: Post-editing Effort for English to Arabic Hybrid Machine Translation. Proceedings of the Association for Machine Translation in the Americas (AMTA).

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(2016). Eyes Don't Lie: Predicting Machine Translation Quality Using Eye Movement.. Proceedings of the 15th Annual Conference of the North American Chapter of theAssociation of Computational Linguistics: Human Language Technologies (NAACL-HLT).

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(2015). How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2015). How do Humans Evaluate Machine Translation. Proceedings of the Workshop on Machine Translation (WMT).

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(2015). An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text.. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2015). Distant Supervision for Tweet Classification Using YouTube Labels. Proceedings of the Ninth International AAAI Conference on Web and Social Media (ICWSM).

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(2014). Verifiably Effective Arabic Dialect Identification.. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).

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(2014). Understanding Types of Users on Twitter. Proceedings of the 6th ASE International Conference in Social Computing (SocialCom).

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(2014). The AMARA Corpus: Building Parallel Language Resources for the Educational Domain. Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC).

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(2014). Integrating an Unsupervised Transliteration Model into Statistical Machine Translation. Proceedings of the 15th Conference of the European Chapter of the ACL (EACL).

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(2013). The AMARA Corpus: Building Resources for Translating the Web's Educational Content. Proceedings of the 10th International Workshop on Spoken Language Technology (IWSLT).

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(2013). Translating Dialectal Arabic to English. Proceedings of the 51st Conference of the Association for Computational Linguistics (ACL).

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(2013). Munich-Edinburgh-Stuttgart Submissions of OSM Systems at WMT13. Proceedings of the Eighth Workshop on Statistical Machine Translation (WMT).

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(2012). Underspecified Query Refinement via Natural Language Question Generation. Proceedings of the 24th International Conference on Computational Linguistics (COLING).

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(2012). A Statistical Model for Unsupervised and Semi-supervised Transliteration Mining. Proceedings of the 50th Conference of the Association for Computational Linguistics (ACL).

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(2011). Comparing Two Techniques for Learning Transliteration Models Using a Parallel Corpus. Proceedings of 5th International Joint Conference on Natural Language Processing (IJCNLP).

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(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).

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(2010). Hindi-to-Urdu Machine Translation through Transliteration. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL).

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(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).

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