Duaa Baig

7
Documents

Publications

Publications

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A Conversational Tool Based on Knowledge Graph, LLMs and BERT Model for Work-Study Programs in France

Baba Mbaye , Diana Nurbakova , Duaa Baig

Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, Jul 2025, Palermo, Italy

Communication dans un congrès hal-05154065v1
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Un outil conversationnel basé sur un graphe de connaissances, des LLM et un modèle BERT pour les programmes d'alternance en France

Baba Mbaye , Diana Nurbakova , Duaa Baig

20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI), 2025, Marseille, France. pp.133-144

Communication dans un congrès hal-05329742v1
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Enhancing Knowledge Tracing with Large Language Models (LLMs)

Duaa Baig , Diana Nurbakova , Sylvie Calabretto , Baba Mbaye

Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, Jul 2025, Palermo, Italy

Communication dans un congrès hal-05154072v1

Knowledge Graph-Based Recommendation System for Personalized E-Learning

Duaa Baig , Diana Nurbakova , Baba Mbaye , Sylvie Calabretto

Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024, Cagliari, Sardinia, Italy. pp.561-566, ⟨10.1145/3631700.3665229⟩

Communication dans un congrès hal-04742347v1

Malware Detection and Classification along with Trade-off Analysis for Number of Features, Feature Types, and Speed

Duaa Baig , Muhammad U.S. Khan , Darren Dancey , Assad Abbas , Mazhar Ali et al.

2021 International Conference on Frontiers of Information Technology (FIT), Dec 2021, Islamabad, Pakistan. pp.246-251, ⟨10.1109/FIT53504.2021.00053⟩

Communication dans un congrès hal-05047398v1

Malware Detection in Android via Neural Network using Entropy Features

Neeli Khan , Duaa Baig , Muhammad Khan , Assad Abbas , Mazhar Ali

2021 International Conference on Frontiers of Information Technology (FIT), Dec 2021, Islamabad, Pakistan. pp.240-245, ⟨10.1109/FIT53504.2021.00052⟩

Communication dans un congrès hal-05047401v1

Malware Classification Framework using Convolutional Neural Network

Mamoona Khan , Duaa Baig , Usman Shahid Khan , Ahmad Karim

2020 International Conference on Cyber Warfare and Security (ICCWS), Oct 2020, Islamabad, Pakistan. pp.1-7, ⟨10.1109/ICCWS48432.2020.9292384⟩

Communication dans un congrès hal-05047392v1