| 2026 | LREC | Amulwe Kimn: A Community-Grounded Demo, Resource, and ASR Baseline for Mapuzugun. | Cristian Eduardo Ahumada Oliva, Fatiha Sadat |
| 2025 | COLING | Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks. | Rashi Goel, Fatiha Sadat |
| 2025 | COLING | The Best of Both Worlds: Exploring Wolofal in the Context of NLP. | Ngoc Tan Le, Ali Mijiyawa, Abdoulahat Leye, Alla Lo, Elhadji Mamadou Nguer, Fatiha Sadat |
| 2024 | AAAI | Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract). | Julien Guit-Vinet, Alexandre Blondin Mass, Fatiha Sadat |
| 2024 | FlAIRS | Bridging the Gap: A Comprehensive Study on Named Entity Recognition in Electronic Domain using Hybrid Statistical and Deep Knowledge Transfer. | Ghaith Dekhili, Ngoc Tan Le, Fatiha Sadat |
| 2024 | HSI | Towards Guided Back-translation for Low-resource languages- A Case Study on Kabyle-French. | Nassim Diab, Fatiha Sadat, Nasredine Semmar |
| 2024 | HSI | Enhancing Neural Machine Translation of Indigenous Languages through Gender Debiasing and Named Entity Recognition. | Ngoc Tan Le, Fatiha Sadat |
| 2023 | RANLP | Beyond Information: Is ChatGPT Empathetic Enough? | Ahmed Belkhir, Fatiha Sadat |
| 2022 | AAAI | Multi-Dimension Attention for Multi-Turn Dialog Generation (Student Abstract). | Billal Belainine, Fatiha Sadat, Mounir Boukadoum |
| 2021 | FlAIRS | Multilingual Automatic Term Extraction in Low-Resource Domains. | Ngoc Tan Le, Fatiha Sadat |
| 2020 | AAAI | Modelling a Conversational Agent with Complex Emotional Intelligence. | Billal Belainine, Fatiha Sadat, Hakim Lounis |
| 2020 | AAAI | Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract). | Belainine Billal, Fatiha Sadat, Hakim Lounis |
| 2020 | AAAI | Trimodal Attention Module for Multimodal Sentiment Analysis (Student Abstract). | Anirudh Bindiganavale Harish, Fatiha Sadat |
| 2020 | AMTA | Low-Resource NMT: an Empirical Study on the Effect of Rich Morphological Word Segmentation on Inuktitut. | Ngoc Tan Le, Fatiha Sadat |
| 2020 | COLING | Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of Inuktitut. | Ngoc Tan Le, Fatiha Sadat |
| 2019 | AAAI | Sequence to Sequence Learning for Query Expansion. | Salah Zaiem, Fatiha Sadat |
| 2019 | NAACL | Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging. | Sara Meftah, Youssef Tamaazousti, Nasredine Semmar, Hassane Essafi, Fatiha Sadat |
| 2019 | PKAW | Improving Named Entity Recognition with Commonsense Knowledge Pre-training. | Ghaith Dekhili, Ngoc Tan Le, Fatiha Sadat |
| 2018 | ICMLA | Multimodal Sentiment Analysis Using Deep Learning. | Rakhee Sharma, Ngoc Le Tan, Fatiha Sadat |
| 2018 | LREC | Retrieving Information from the French Lexical Network in RDF/OWL Format. | Alexsandro Fonseca, Fatiha Sadat, Franois Lareau |
| 2018 | PACLIC | Improving the neural network-based machine transliteration for low-resourced language pair. | Ngoc Tan Le, Fatiha Sadat |
| 2015 | EAMT | Multi-Dialect Machine Translation (MuDMat). | Fatiha Sadat |
| 2014 | COLING | Collaboratively Constructed Linguistic Resources for Language Variants and their Exploitation in NLP Application - the case of Tunisian Arabic and the Social Media. | Fatiha Sadat, Fatma Mallek, Mohamed Mahdi Boudabous, Rahma Sellami, Atefeh Farzindar |
| 2014 | FlAIRS | Mining Named Entity Translation from Non Parallel Corpora. | Rahma Sellami, Fatiha Sadat, Lamia Hadrich Belguith |
| 2014 | SIGIR | Automatic identification of arabic dialects in social media. | Fatiha Sadat, Farnazeh Kazemi, Atefeh Farzindar |
| 2013 | AI | Improved Arabic-French Machine Translation through Preprocessing Schemes and Language Analysis. | Fatiha Sadat, Emad Mohamed |
| 2013 | RANLP | Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System. | Fatiha Sadat |
| 2012 | AMTA | Exploiting Wikipedia as a Knowledge Base for the Extraction of Linguistic Resources: Application on Arabic-French Comparable Corpora and Bilingual Lexicons. | Rahma Sellami, Fatiha Sadat, Lamia Hadrich Belguith |
| 2011 | RCIS | Extracting the multilingual terminology from a web-based encyclopedia. | Fatiha Sadat |
| 2010 | PACLIC | Exploiting a Multilingual Web-based Encyclopedia for Bilingual Terminology Extraction. | Fatiha Sadat |
| 2010 | PRICAI | Exploiting Comparable Corpora for Cross-Language Information Retrieval. | Fatiha Sadat |
| 2006 | ACL | Combination of Arabic Preprocessing Schemes for Statistical Machine Translation. | Fatiha Sadat, Nizar Habash |
| 2006 | NAACL | Arabic Preprocessing Schemes for Statistical Machine Translation. | Nizar Habash, Fatiha Sadat |
| 2005 | ACL | PORTAGE: A Phrase-Based Machine Translation System. | Fatiha Sadat, Howard Johnson, Akakpo Agbago, George F. Foster, Roland Kuhn, Joel D. Martin, Aaron Tikuisis |
| 2003 | ACL | Bilingual Terminology Acquisition from Comparable Corpora and Phrasal Translation to Cross-Language Information Retrieval. | Fatiha Sadat, Masatoshi Yoshikawa, Shunsuke Uemura |
| 2003 | SIGIR | Enhancing cross-language information retrieval by an automatic acquisition of bilingual terminology from comparable corpora. | Fatiha Sadat, Masatoshi Yoshikawa, Shunsuke Uemura |
| 2002 | COLING | An Approach Based on Multilingual Thesauri and Model Combination for Bilingual Lexicon Extraction. | Herv Djean, ric Gaussier, Fatiha Sadat |