Nadir Durrani

Firoj Alam

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

What do end-to-end speech models learn about speaker, language and channel information? A layer-wise and neuron-level analysis.

[BibT_eX]

[DOI]

Ahmed Ali

Comput. Speech Lang., January, 2024

Latent Concept-based Explanation of NLP Models.

[BibT_eX]

[DOI]

CoRR, 2024

Latent Concept-based Explanation of NLP Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Scaling up Discovery of Latent Concepts in Deep NLP Models.

[BibT_eX]

[DOI]

Majd Hawasly

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

LAraBench: Benchmarking Arabic AI with Large Language Models.

[BibT_eX]

[DOI]

Ahmed Abdelali

Hamdy Mubarak

Natasa Milic-Frayling

Firoj Alam

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

Exploring Alignment in Shared Cross-lingual Spaces.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Discovering Salient Neurons in deep NLP models.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

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

[BibT_eX]

[DOI]

Comput. Speech Lang., 2023

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

[BibT_eX]

[DOI]

Majd Hawasly

CoRR, 2023

LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking.

[BibT_eX]

[DOI]

CoRR, 2023

Benchmarking Arabic AI with Large Language Models.

[BibT_eX]

[DOI]

Ahmed Abdelali

Hamdy Mubarak

Natasa Milic-Frayling

Firoj Alam

CoRR, 2023

Evaluating Neuron Interpretation Methods of NLP Models.

[BibT_eX]

[DOI]

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?

[BibT_eX]

[DOI]

Basel Mousi

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

ConceptX: A Framework for Latent Concept Analysis.

[BibT_eX]

[DOI]

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

2022

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

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

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

Analyzing Encoded Concepts in Transformer Language Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

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

[BibT_eX]

[DOI]

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

Effect of Post-processing on Contextualized Word Representations.

[BibT_eX]

[DOI]

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

Post-hoc analysis of Arabic transformer models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

Giovanni Da San Martino

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.

[BibT_eX]

[DOI]

Giovanni Da San Martino

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

How transfer learning impacts linguistic knowledge in deep NLP models?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Giovanni Da San Martino

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

On the Linguistic Representational Power of Neural Machine Translation Models.

[BibT_eX]

[DOI]

Comput. Linguistics, 2020

Findings of the WMT 2020 Shared Task on Machine Translation Robustness.

[BibT_eX]

[DOI]

Proceedings of the Fifth Conference on Machine Translation, 2020

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN.

[BibT_eX]

[DOI]

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

Analyzing Individual Neurons in Pre-trained Language Models.

[BibT_eX]

[DOI]

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

Analyzing Redundancy in Pretrained Transformer Models.

[BibT_eX]

[DOI]

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

AraBench: Benchmarking Dialectal Arabic-English Machine Translation.

[BibT_eX]

[DOI]

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

Similarity Analysis of Contextual Word Representation Models.

[BibT_eX]

[DOI]

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

2019

Findings of the First Shared Task on Machine Translation Robustness.

[BibT_eX]

[DOI]

Xian Li

Paul Michel

Antonios Anastasopoulos

Proceedings of the Fourth Conference on Machine Translation, 2019

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2018

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

[BibT_eX]

[DOI]

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

2017

Domain adaptation using neural network joint model.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2017

Machine Translation Approaches and Survey for Indian Languages.

[BibT_eX]

[DOI]

Nadeem Jadoon Khan

Waqas Anwar

CoRR, 2017

QCRI Machine Translation Systems for IWSLT 16.

[BibT_eX]

[DOI]

CoRR, 2017

Neural Machine Translation Training in a Multi-Domain Scenario.

[BibT_eX]

[DOI]

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

Continuous Space Reordering Models for Phrase-based MT.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

The SUMMA Platform Prototype.

[BibT_eX]

[DOI]

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

QCRI Live Speech Translation System.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

What do Neural Machine Translation Models Learn about Morphology?

[BibT_eX]

[DOI]

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

2016

Egyptian Arabic to English Statistical Machine Translation System for NIST OpenMT'2015.

[BibT_eX]

[DOI]

CoRR, 2016

Eyes Don't Lie: Predicting Machine Translation Quality Using Eye Movement.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

iAppraise: A Manual Machine Translation Evaluation Environment Supporting Eye-tracking.

[BibT_eX]

[DOI]

Ahmed Abdelali

Francisco Guzmán

Proceedings of the Demonstrations Session, 2016

Farasa: A Fast and Furious Segmenter for Arabic.

[BibT_eX]

[DOI]

Proceedings of the Demonstrations Session, 2016

QCRI's Machine Translation Systems for IWSLT'16.

[BibT_eX]

[DOI]

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

A Deep Fusion Model for Domain Adaptation in Phrase-based MT.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Enabling Medical Translation for Low-Resource Languages.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015

The Operation Sequence Model - Combining N-Gram-Based and Phrase-Based Statistical Machine Translation.

[BibT_eX]

[DOI]

Comput. Linguistics, 2015

QCMUQ$@$QALB-2015 Shared Task: Combining Character level MT and Error-tolerant Finite-State Recognition for Arabic Spelling Correction.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Arabic Natural Language Processing, 2015

Using joint models or domain adaptation in statistical machine translation.

[BibT_eX]

[DOI]

Proceedings of Machine Translation Summit XV: Papers, 2015

How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

EU-BRIDGE MT: Combined Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Edinburgh's Phrase-based Machine Translation Systems for WMT-14.

[BibT_eX]

[DOI]

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Combined spoken language translation.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014

Edinburgh SLT and MT system description for the IWSLT 2014 evaluation.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014

Improving machine translation via triangulation and transliteration.

[BibT_eX]

[DOI]

Philipp Koehn

Proceedings of the 17th Annual conference of the European Association for Machine Translation, 2014

Integrating an Unsupervised Transliteration Model into Statistical Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Investigating the Usefulness of Generalized Word Representations in SMT.

[BibT_eX]

[DOI]

Proceedings of the COLING 2014, 2014

Improving Egyptian-to-English SMT by Mapping Egyptian into MSA.

[BibT_eX]

[DOI]

Yaser Al-Onaizan

Abraham Ittycheriah

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013

Munich-Edinburgh-Stuttgart Submissions at WMT13: Morphological and Syntactic Processing for SMT.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

QCRI-MES Submission at WMT13: Using Transliteration Mining to Improve Statistical Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Edinburgh's Machine Translation Systems for European Language Pairs.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Munich-Edinburgh-Stuttgart Submissions of OSM Systems at WMT13.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Model With Minimal Translation Units, But Decode With Phrases.

[BibT_eX]

[DOI]

Alexander M. Fraser

Helmut Schmid

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

EU-BRIDGE MT: text translation of talks in the EU-BRIDGE project.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013

English SLT and MT system description for the IWSLT 2013 evaluation.

[BibT_eX]

[DOI]

Alexandra Birch

Philipp Koehn

Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013

Can Markov Models Over Minimal Translation Units Help Phrase-Based SMT?

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

A joint translation model with integrated reordering.

[BibT_eX]

[DOI]

PhD thesis, 2012

2011

Comparing Two Techniques for Learning Transliteration Models Using a Parallel Corpus.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

A Joint Sequence Translation Model with Integrated Reordering.

[BibT_eX]

[DOI]

Helmut Schmid

Alexander M. Fraser

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Urdu Word Segmentation.

[BibT_eX]

[DOI]