Query term disambiguation for Web cross-language information retrieval using a search engine. - Akira Maeda; Fatiha Sadat; Masatoshi Yoshikawa; Shunsuke Uemura (IRAL, 2000)

Query Expansion Techniques for the CLEF Bilingual Track. - Fatiha Sadat; Akira Maeda; Masatoshi Yoshikawa; Shunsuke Uemura (CLEF, 2001)

Cross-Language Information Retrieval Using Multiple Resources and Combinations for Query Expansion. - Fatiha Sadat; Masatoshi Yoshikawa; Shunsuke Uemura (ADVIS, 2002)

An Approach Based on Multilingual Thesauri and Model Combination for Bilingual Lexicon Extraction. - Hervé Déjean; Éric Gaussier; Fatiha Sadat (COLING, 2002)

A Combined Statistical Query Term Disambiguation in Cross-Language Information Retrieval. - Fatiha Sadat; Akira Maeda; Masatoshi Yoshikawa; Shunsuke Uemura (DEXA Workshops, 2002)

Exploiting Thesauri and Hierarchical Categories in Cross-Language Information Retrieval. - Fatiha Sadat; Masatoshi Yoshikawa; Shunsuke Uemura (TSD, 2002)

Bilingual Terminology Acquisition from Comparable Corpora and Phrasal Translation to Cross-Language Information Retrieval. - Fatiha Sadat; Masatoshi Yoshikawa; Shunsuke Uemura (ACL (Companion), 2003)

Learning bilingual translations from comparable corpora to cross-language information retrieval: hybrid statistics-based and linguistics-based approach. - Fatiha Sadat; Masatoshi Yoshikawa; Shunsuke Uemura (IRAL, 2003)

Enhancing cross-language information retrieval by an automatic acquisition of bilingual terminology from comparable corpora. - Fatiha Sadat; Masatoshi Yoshikawa; Shunsuke Uemura (SIGIR, 2003)

Knowledge Acquisition from Collections of News Articles to Cross-Language Information Retrieval. - Fatiha Sadat (RIAO, 2004)

PORTAGE: A Phrase-Based Machine Translation System. - Fatiha Sadat; Howard Johnson; Akakpo Agbago; George F. Foster; Roland Kuhn 001; Joel D. Martin; Aaron Tikuisis (ParallelText@ACL, 2005)

Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information retrieval. - Hervé Déjean; Éric Gaussier; Jean-Michel Renders; Fatiha Sadat (Artif. Intell. Medicine, 2005)

Combination of Arabic Preprocessing Schemes for Statistical Machine Translation. - Fatiha Sadat; Nizar Habash (ACL, 2006)

Arabic Preprocessing Schemes for Statistical Machine Translation. - Nizar Habash; Fatiha Sadat (HLT-NAACL, 2006)

Système de traduction automatique statistique combinant différentes ressources. - Fatiha Sadat; George F. Foster; Roland Kuhn 001 (TALN (Posters), 2006)

PORTAGE: with Smoothed Phrase Tables and Segment Choice Models. - Howard Johnson; Fatiha Sadat; George F. Foster; Roland Kuhn 001; Michel Simard; Eric Joanis; Samuel Larkin (WMT@HLT-NAACL, 2006)

Effects of Comparable Corpora on Cross-language Information Retrieval. - Fatiha Sadat (NLPCS, 2010)

Exploiting a Multilingual Web-based Encyclopedia for Bilingual Terminology Extraction. - Fatiha Sadat (PACLIC, 2010)

Exploiting Comparable Corpora for Cross-Language Information Retrieval. - Fatiha Sadat (PRICAI, 2010)

Using Comparable Corpora to Improve the Effectiveness of Cross-Language Information Retrieval. - Fatiha Sadat (IceTAL, 2010)

Exploitation de Wikipédia pour l'Enrichissement et la Construction des Ressources Linguistiques. - Fatiha Sadat; Alexandre Terrasa (TALN (Demonstrations), 2010)

Extracting the multilingual terminology from a web-based encyclopedia. - Fatiha Sadat (RCIS, 2011)

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 (CAAS@AMTA, 2012)

Towards an Arabic Ontology - Defining Morpho-lexical Patterns for Semantic Relation Extraction. - Mohamed Mahdi Boudabous; Fatiha Sadat; Lamia Hadrich Belguith (ICEIS (2), 2012)

Exploiting a Web-Based Encyclopedia as a Knowledge Base for the Extraction of Multilingual Terminology. - Fatiha Sadat (JapTAL, 2012)

Improved Arabic-French Machine Translation through Preprocessing Schemes and Language Analysis. - Fatiha Sadat; Emad Mohamed (Canadian AI, 2013)

Traduction automatique statistique à partir de corpus comparables : application aux couples de langues arabe-français. - Rahma Sellami; Fatiha Sadat; Lamia Hadrich Belguith (CORIA, 2013)

An ontology based system for social networking for health application support. - Ahmed Loubiri; Abdel Obaid; Fatiha Sadat (ICACCI, 2013)

UQAM's System Description for the NTCIR-10 Japanese and English PatentMT Evaluation Tasks. - Fatiha Sadat; Zhe Fu (NTCIR, 2013)

Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System. - Fatiha Sadat (RANLP, 2013)

Pre-processing and Language Analysis for Arabic to French Statistical Machine Translation (Traduction automatique statistique pour l'arabe-français améliorée par le prétraitement et l'analyse de la langue) [in French]. - Fatiha Sadat; Emad Mohamed (TALN (2), 2013)

Exploiting the Arabic Wikipedia for semi-automatic construction of a lexical ontology. - Mohamed Mahdi Boudabous; Lamia Hadrich Belguith; Fatiha Sadat (Int. J. Metadata Semant. Ontologies, 2013)

Automatic Identification of Arabic Language Varieties and Dialects in Social Media. - Fatiha Sadat; Farzindar Kazemi; Atefeh Farzindar (SocialNLP@COLING, 2014)

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 (LG-LP@COLING, 2014)

Mining Named Entity Translation from Non Parallel Corpora. - Rahma Sellami; Fatiha Sadat; Lamia Hadrich Belguith (FLAIRS, 2014)

Automatic identification of arabic dialects in social media. - Fatiha Sadat; Farnazeh Kazemi; Atefeh Farzindar (SoMeRA@SIGIR, 2014)

Multi-Dialect Machine Translation (MuDMat). - Fatiha Sadat (EAMT, 2015)

Cross-Linguistic Projection for French-Vietnamese Named Entity Translation. - Ngoc Tan Le; Fatiha Sadat (LTC, 2015)

Building a Bilingual Vietnamese-French Named Entity Annotated Corpus through Cross-Linguistic Projection. - Ngoc Tan Le; Fatiha Sadat (TALN (Demos), 2015)

Hybrid Arabic-French machine translation using syntactic re-ordering and morphological pre-processing. - Emad Mohamed; Fatiha Sadat (Comput. Speech Lang., 2015)

Improved Statistical Machine Translation by Cross-Linguistic Projection of Named Entities Recognition and Translation. - Rahma Sellami; Fatima Deffaf; Fatiha Sadat; Lamia Hadrich Belguith (Computación y Sistemas, 2015)

Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat (NUT@COLING, 2016)

UQAM-NTL: Named entity recognition in Twitter messages. - Ngoc Tan Le; Fatma Mallek; Fatiha Sadat (NUT@COLING, 2016)

Efficient natural language pre-processing for analyzing large data sets. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat (IEEE BigData, 2016)

Lexfom: a lexical functions ontology model. - Alexsandro Fonseca; Fatiha Sadat; François Lareau (CogALex@COLING, 2016)

Arabic Social Media Analysis and Translation. - Fatma Mallek; Billal Belainine; Fatiha Sadat (ACLING, 2017)

Semi-supervised learning and social media text analysis towards multi-labeling categorization. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat; Hakim Lounis (IEEE BigData, 2017)

Combining Dependency Parsing and a Lexical Network Based on Lexical Functions for the Identification of Collocations. - Alexsandro Fonseca; Fatiha Sadat; François Lareau (Europhras, 2017)

Supervised Transfer Learning for Sequence Tagging of User-Generated-Content in Social Media. - Sara Meftah; Nasredine Semmar; Othman Zennaki; Fatiha Sadat (LCT, 2017)

A Neural Network Transliteration Model in Low Resource Settings. - Tan Le; Fatiha Sadat (MTSummit (1), 2017)

Translittération automatique pour une paire de langues peu dotée (). - Ngoc Tan Le; Fatiha Sadat; Lucie Ménard (TALN (3), 2017)

Automated Sentence Boundary Detection in Modern Standard Arabic Transcripts using Deep Neural Networks. - Carlos-Emiliano González-Gallardo; Elvys Linhares Pontes; Fatiha Sadat; Juan-Manuel Torres-Moreno (ACLING, 2018)

Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages. - Ngoc Tan Le; Fatiha Sadat (NEWS@ACL, 2018)

Deep Neural Networks for Social Media Word Segmentation of Asian Languages. - Ngoc Tan Le; Fatiha Sadat (IEEE BigData, 2018)

Multimodal Sentiment Analysis Using Deep Learning. - Rakhee Sharma; Ngoc Le Tan; Fatiha Sadat (ICMLA, 2018)

Retrieving Information from the French Lexical Network in RDF/OWL Format. - Alexsandro Fonseca; Fatiha Sadat; François Lareau (LREC, 2018)

Improving the neural network-based machine transliteration for low-resourced language pair. - Ngoc Tan Le; Fatiha Sadat (PACLIC, 2018)

Using Neural Transfer Learning for Morpho-syntactic Tagging of South-Slavic Languages Tweets. - Sara Meftah; Nasredine Semmar; Fatiha Sadat; Stephan Raaijmakers (VarDial@COLING 2018, 2018)

Sequence to Sequence Learning for Query Expansion. - Salah Zaiem; Fatiha Sadat (AAAI, 2019)

Augmenting Named Entity Recognition with Commonsense Knowledge. - Ghaith Dekhili; Ngoc Tan Le; Fatiha Sadat (WNLP@ACL, 2019)

Extractive Text-Based Summarization of Arabic Videos: Issues, Approaches and Evaluations. - Mohamed Amine Menacer; Carlos-Emiliano González-Gallardo; Karima Abidi; Dominique Fohr; Denis Jouvet; David Langlois 001; Odile Mella; Fatiha Sadat; Juan-Manuel Torres-Moreno; Kamel Smaïli (ICALP, 2019)

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 (NAACL-HLT (1), 2019)

Improving Named Entity Recognition with Commonsense Knowledge Pre-training. - Ghaith Dekhili; Ngoc Tan Le; Fatiha Sadat (PKAW, 2019)

Exploration de l'apprentissage par transfert pour l'analyse de textes des réseaux sociaux (Exploring neural transfer learning for social media text analysis ). - Sara Meftah; Nasredine Semmar; Youssef Tamaazousti; Hassane Essafi; Fatiha Sadat (PFIA (Articles courts), 2019)

Low-Resource Machine Transliteration Using Recurrent Neural Networks. - Ngoc Tan Le; Fatiha Sadat; Lucie Ménard; Dien Dinh (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Modelling a Conversational Agent with Complex Emotional Intelligence. - Billal Belainine; Fatiha Sadat; Hakim Lounis (AAAI, 2020)

Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract). - Belainine Billal; Fatiha Sadat; Hakim Lounis (AAAI, 2020)

Trimodal Attention Module for Multimodal Sentiment Analysis (Student Abstract). - Anirudh Bindiganavale Harish; Fatiha Sadat (AAAI, 2020)

Multi-Task Supervised Pretraining for Neural Domain Adaptation. - Sara Meftah; Nasredine Semmar; Mohamed-Ayoub Tahiri; Youssef Tamaazousti; Hassane Essafi; Fatiha Sadat (SocialNLP@ACL, 2020)

Low-Resource NMT: an Empirical Study on the Effect of Rich Morphological Word Segmentation on Inuktitut. - Ngoc Tan Le; Fatiha Sadat (AMTA, 2020)

Hybrid Statistical and Attentive Deep Neural Approach for Named Entity Recognition in Historical Newspapers. - Ghaith Dekhili; Fatiha Sadat (CLEF (Working Notes), 2020)

Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of Inuktitut. - Ngoc Tan Le; Fatiha Sadat (COLING, 2020)

Multilingual Automatic Term Extraction in Low-Resource Domains. - Ngoc Tan Le; Fatiha Sadat (FLAIRS, 2021)

Revitalisation des langues autochtones via le prétraitement et la traduction automatique neuronale: le cas de l'inuktitut (Revitalization and Preservation of Indigenous Languages through Natural Language Processing ). - Ngoc Tan Le; Fatiha Sadat (TALN (1), 2021)

Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units. - Sara Meftah; Nasredine Semmar; Youssef Tamaazousti; Hassane Essafi; Fatiha Sadat (CoRR, 2021)

Multi-Dimension Attention for Multi-Turn Dialog Generation (Student Abstract). - Billal Belainine; Fatiha Sadat; Mounir Boukadoum (AAAI, 2022)

Automatic Spell Checker and Correction for Under-represented Spoken Languages: Case Study on Wolof. - Thierno Ibrahima Cissé; Fatiha Sadat (RAIL, 2023)

Beyond Information: Is ChatGPT Empathetic Enough? - Ahmed Belkhir; Fatiha Sadat (RANLP, 2023)

Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions. - Julien Guité-Vinet; Alexandre Blondin Massé; Fatiha Sadat (CoRR, 2023)

End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism. - Billal Belainine; Fatiha Sadat; Mounir Boukadoum (IEEE Trans. Neural Networks Learn. Syst., 2023)

Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract). - Julien Guité-Vinet; Alexandre Blondin Massé; Fatiha Sadat (AAAI, 2024)

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 (FLAIRS, 2024)

Towards Guided Back-translation for Low-resource languages- A Case Study on Kabyle-French. - Nassim Diab; Fatiha Sadat; Nasredine Semmar (HSI, 2024)

Enhancing Neural Machine Translation of Indigenous Languages through Gender Debiasing and Named Entity Recognition. - Ngoc Tan Le; Fatiha Sadat (HSI, 2024)

Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks. - Rashi Goel; Fatiha Sadat (COLING Workshops, 2025)

The Best of Both Worlds: Exploring Wolofal in the Context of NLP. - Ngoc Tan Le; Ali Mijiyawa; Abdoulahat Leye; Fatiha Sadat (COLING Workshops, 2025)