Fatiha Sadat

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Publications

Cahiers du GERAD

Articles

Nov 2023

End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism

Bilal Belainine, Fatiha Sadat, and Mounir Boukadoum

IEEE Transactions on Neural Networks and Learning Systems, 34(11), 8482–8492, 2023 BibTeX reference

Apr 2022

Towards a Low-Resource Neural Machine Translation for Indigenous Languagesin Canada

Tan Ngoc Le and Fatiha Sadat

Journal TAL, special issue on Language Diversity, 62(3), 39–63, 2022 BibTeX reference

Proceedings

Jan 2025

Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks

Rashi Goel and Fatiha Sadat

Proceedings of the First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages, Abu Dhabi, 44–49, 2025 BibTeX reference

Jan 2025

The Best of Both Worlds: Exploring Wolofal in the Context of NLP

Tan Ngoc Le, Ali Mijiyawa, Abdoulahat Leye, and Fatiha Sadat

Proceedings of the 1st Workshop on NLP for Languages Using Arabic Script, Abu Dhabi, 1–6, 2025 BibTeX reference

Aug 2024

Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models?

Antoine Cadotte, Nathalie André, and Fatiha Sadat

ACL 2024 | Proceedings of The Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024), Bangkok, Thailand, 121–127, 2024 BibTeX reference

Jul 2024

Enhancing Neural Machine Translation of Indigenous Languages through Gender Debiasing and Named Entity Recognition

Tan Ngoc Le and Fatiha Sadat

16th International Conference on Human System Interaction IEEE HSI 2024, Paris, France, 2024 BibTeX reference

Jul 2024

Towards Guided Back-translation for Low-resource languages- A Case Study on Kabyle-French

Nassim Diab, Fatiha Sadat, and Nasredine Semmar

2024 16th International Conference on Human System Interaction (HSI), Paris, France, 2024 BibTeX reference

May 2024

Bridging the Gap: A Comprehensive Study on Named Entity Recognition in Electronic Domain using Hybrid Statistical and Deep Knowledge Transfer

Ghaith Dekhili, Tan Ngoc Le, and Fatiha Sadat

The 37th International FLAIRS Conference, vol 37, Sandestin Beach, FL, 2024 BibTeX reference

May 2024

Advancing Language Diversity and Inclusion: Towards a Neural Network-based Spell Checker and Correction for Wolof

Thierno Ibrahima Cissé and Fatiha Sadat

LREC-COLING 2024 | Proceedings of the Fifth Workshop on Resources for African Indigenous Languages (RAIL), Torino, Italie, 140–151, 2024 BibTeX reference

Mar 2024

Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract)

Julien Guité-Vinet, Alexandre Blondin Massé, and Fatiha Sadat

Proceedings of the AAAI Conference on Artificial Intelligence, 38(21), 23508–23509, 2024 BibTeX reference

Aug 2023

Beyond Information: Is ChatGPT Empathetic Enough?

Ahmed Belkhir and Fatiha Sadat

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, Varna, Bulgaria, 159–169, 2023 BibTeX reference

Jul 2023

Towards the First Named Entity Recognition for Inuktitut for an Improved Machine Translation

Tan Ngoc Le, Soumia Kasdi, and Fatiha Sadat

Proceedings of the Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP), Toronto, Canada, 84–93, 2023 BibTeX reference

Jul 2023

Lost in Innu-Aimun Translation - Re-defining Neural Machine Translation for Indigenous Interpreters and Translators Needs

Antoine Cadotte, Anne-Christina Thernish, and Fatiha Sadat

International Conference on Human-Informed Translation and Interpreting Technology (HiT-IT 2023), Naples, Italy, 342–353, 2023 BibTeX reference

Mar 2023

Challenges and Issue of Gender Bias in Under-Represented Languages: An Empirical Study on Inuktitut-English NMT

Tan Ngoc Le, Oussama Hansal, and Fatiha Sadat

Proceedings of the Sixth Workshop on the Use of Computational Methods in the Study of Endangered Languages, 89–97, 2023 BibTeX reference

Jul 2022

Indigenous Language Revitalization and the Dilemma of Gender Bias

Oussama Hansal, Tan Ngoc Le, and Fatiha Sadat

Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP), Seattle, Washington, 244–254, 2022 BibTeX reference

Jul 2022

Deep Learning-Based Morphological Segmentation for Indigenous Languages: A Study Case on Innu-Aimun

Tan Ngoc Le, Antoine Cadotte, Mathieu Boivin, and Fatiha Sadat

NAACL 2022 | Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing, 146–151, 2022 BibTeX reference

Jun 2022

Multi-Dimension Attention for Multi-Turn Dialog Generation

Bilal Belainine, Fatiha Sadat, and Mounir Boukadoum

Proceedings of the AAAI Conference on Artificial Intelligence, 36(11), 12909–12910, 2022 BibTeX reference

May 2022

Challenges and Perspectives for Innu-Aimun within Indigenous Language Technologies

Antoine Cadotte, Tan Ngoc Le, Mathieu Boivin, and Fatiha Sadat

Proceedings of the Fifth Workshop on the Use of Computational Methods in the Study of Endangered Languages, Dublin, Ireland, 99–108, 2022 BibTeX reference

Oct 2021

Towards an inclusive AI: Research on the revitalization and preservation of indigenous languages

Tan Ngoc Le and Fatiha Sadat

Montreal AI Symposium 2021, Montréal, Canada, 2021 BibTeX reference

Jun 2021

Towards a first automatic unsupervised morphological segmentation for Inuinnaqtun

Tan Ngoc Le and Fatiha Sadat

The First Workshop on NLP for Indigenous Languages of the Americas (AmericasNLP) - NAACL 2021, 2021 BibTeX reference

Jun 2021

Revitalisation des langues autochtones via le prétraitement et la traduction automatique neuronale: Le cas de l'inuktitut

Tan Ngoc Le and Fatiha Sadat

TALN-RÉCITAL 2021, 2021 BibTeX reference

Apr 2021

Multilingual automatic term extraction in low-resource domains

Tan Ngoc Le and Fatiha Sadat

The International FLAIRS Conference Proceedings, vol. 34, 2021 BibTeX reference

Apr 2021

On the hidden negative transfer in sequential transfer learning for domain adaptation from news to tweets

Sara Meftah, Nasredine Semmar, Youssef Tamaazousti, Hassane Essafi, and Fatiha Sadat

Adapt-NLP@EACL 2021, 2021 BibTeX reference

Dec 2020

How the era of artificial intelligence will help the fight to revitalize and preserve Canada’s Indigenous languages

Fatiha Sadat

Arctic Change 2020, 2020 BibTeX reference

Dec 2020

Revitalization of Indigenous languages through pre-processing and neural machine translation: The case of Inuktitut

Tan Ngoc Le and Fatiha Sadat

The 28th International Conference on Computational Linguistics (COLING) 2020, 2020 BibTeX reference

Nov 2020

Canada's Indigenous languages revitalization: Some challenges and issues and how artificial intelligence can help solving them

Fatiha Sadat

INQ - Les journées nordiques, 2020 BibTeX reference