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

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