Diana Nurbakova

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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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Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification

Mohamed-Nour Eljadiri , Diana Nurbakova

Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), Jul 2025, Vienna, Austria

Communication dans un congrès hal-05153982v1
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Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification

Yutong Wang , Diana Nurbakova , Sylvie Calabretto

Proceedings of the 10th Workshop on Slavic Natural Language Processing 2025 (SlavicNLP 2025), Jul 2025, Vienna, Austria

Communication dans un congrès hal-05154028v1
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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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GrootWatch at EXIST 2025: Automatic Sexism Detection on Social Networks - Classification of Tweets and Memes

Nathan Nowakowski , Lorenzo Calogiuri , Előd Egyed-Zsigmond , Diana Nurbakova , Johan Erbani et al.

Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2025), Sep 2025, Madrid, Spain

Communication dans un congrès hal-05157015v1
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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
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Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT

Yutong Wang , Diana Nurbakova , Sylvie Calabretto

Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), Jul 2025, Vienna, Austria

Communication dans un congrès hal-05154004v1
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Food KBQA Recommender: A knowledge base question answering system powered meal plan recommender

Felix Bölz , Diana Nurbakova , Audrey Serna , Sylvie Calabretto , Lionel Brunie et al.

WI-IAT'24: The 23'rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, Bangkok, Thailand, 9-12 December 2024, Dec 2024, Bangkok, Thailand

Communication dans un congrès hal-04957127v1

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
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When Multiple Perspectives and an Optimization Process Lead to Better Performance, an Automatic Sexism Identification on Social Media With Pretrained Transformers in a Soft Label Context

Johan Erbani , Előd Egyed-Zsigmond , Diana Nurbakova , Pierre-Edouard Portier

14th Conference and Labs of the Evaluation Forum (CLEF 2023), Sep 2023, Thessalonique, Greece. pp.908-918

Communication dans un congrès hal-05241678v1
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Adaptive and Privacy-Aware Persuasive Strategies to Promote Healthy Eating Habits: Position Paper

Diana Nurbakova , Audrey Serna , Abdelbasset Omiri , Antoine Boutet

UMAP 2023 - 31st ACM Conference on User Modeling, Adaptation and Personalization, Jun 2023, Limassol, Cyprus. pp.129-131, ⟨10.1145/3563359.3596987⟩

Communication dans un congrès hal-04142017v1
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HUMMUS: A Linked, Healthiness-Aware, User-centered and Argument-Enabling Recipe Data Set for Recommendation

Felix Bölz , Diana Nurbakova , Sylvie Calabretto , Lionel Brunie , Armin Gerl et al.

17th ACM Conference on Recommender Systems (RECSYS23), Sep 2023, New York, NY, United States. ⟨10.1145/3604915.3609491⟩

Communication dans un congrès hal-04220182v1
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Overview of the CLEF 2022 SimpleText Task 3: Query Biased Simplification of Scientific Texts

Liana Ermakova , Irina Ovchinnikova , Jaap Kamps , Diana Nurbakova , Sílvia Araújo et al.

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022, Sep 2022, Bologna, Italy. pp.2792-2804

Communication dans un congrès hal-03828409v1
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Overview of the CLEF 2022 SimpleText Task 2: Complexity Spotting in Scientific Abstracts

Liana Ermakova , Irina Ovchinnikova , Jaap Kamps , Diana Nurbakova , Sílvia Araújo et al.

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022, Sep 2022, Bologna, Italy

Communication dans un congrès hal-03828451v1
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Overview of the CLEF 2022 SimpleText Lab: Automatic Simplification of Scientific Texts

Liana Ermakova , Eric Sanjuan² , Jaap Kamps , Stéphane Huet , Irina Ovchinnikova et al.

Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022,, Sep 2022, Bologna, Italy. pp.470-494, ⟨10.1007/978-3-031-13643-6_28⟩

Communication dans un congrès hal-03828491v1
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Automatic Simplification of Scientific Texts: SimpleText Lab at CLEF-2022

Liana Ermakova , Patrice Bellot , Jaap Kamps , Diana Nurbakova , Irina Ovchinnikova et al.

44th European Conference on Information Retrieval (ECIR), Apr 2022, Stavanger, France. pp.364-373, ⟨10.1007/978-3-030-99739-7_46⟩

Communication dans un congrès hal-04168659v1
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EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph Embedding

Lu Gan , Diana Nurbakova , Léa Laporte , Sylvie Calabretto

The 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Dec 2021, Melbourne, Australia. ⟨10.1145/3486622.3493925⟩

Communication dans un congrès hal-03518867v1
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Recommandation diversifiée via des processus ponctuels déterminantaux sur des graphes de connaissances

Lu Gan , Diana Nurbakova , Léa Laporte , Sylvie Calabretto

Extraction et Gestion des connaissances, {EGC} 2021, Jan 2021, Montpellier, France. pp.365-372

Communication dans un congrès hal-03121974v1
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What Science-Related Topics Need to Be Popularized? A Comparative Study

Irina Ovchinnikova , Diana Nurbakova , Liana Ermakova

CLEF 2021 – Conference and Labs of the Evaluation Forum, Sep 2021, Bucharest (on line), Romania

Communication dans un congrès hal-03328176v1
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Overview of SimpleText CLEF 2021 Workshop and Pilot Tasks

Liana Ermakova , Patrice Bellot , Pavel Braslavski , Jaap Kamps , Josiane Mothe et al.

12th Conference and Labs of the Evaluation Forum (CLEF 2021), Sep 2021, Bucharest (on line), Romania. pp.2212 - 2227

Communication dans un congrès hal-03328174v1
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Overview of SimpleText 2021 - CLEF Workshop on Text Simplification for Scientific Information Access

Liana Ermakova , Patrice Bellot , Pavel Braslavski , Jaap Kamps , Josiane Mothe et al.

12th Conference and Labs of the Evaluation Forum (CLEF 2021), Sep 2021, Bucharest, Romania. pp.432-449, ⟨10.1007/978-3-030-85251-1_27⟩

Communication dans un congrès hal-03637807v1
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Opposition politique et polarisation de groupe dans la discussion des traitements de la Covid-19 sur Twitter

Liana Ermakova , Diana Nurbakova , Irina Ovchinnikova

Extraction et Gestion des connaissances EGC 2021, Jan 2021, Montpellier, France

Communication dans un congrès hal-03140862v1
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Anytime Subgroup Discovery in High Dimensional Numerical Data

Romain Mathonat , Diana Nurbakova , Jean-François Boulicaut , Mehdi Kaytoue

IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. ⟨10.1109/DSAA53316.2021.9564223⟩

Communication dans un congrès hal-03318017v1
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Text Simplification for Scientific Information Access: CLEF 2021 SimpleText Workshop

Liana Ermakova , Patrice Bellot , Pavel Braslavski , Jaap Kamps , Josiane Mothe et al.

43rd edition of the annual BCS-IRSG European Conference on Information Retrieval : Advances in Information Retrieval (ECIR 2021), Mar 2021, Lucca (virtual), Italy

Communication dans un congrès hal-03121986v1

Analysis of Users Engaged in Online Discussions about Controversial Covid-19 Treatments

Liana Ermakova , Diana Nurbakova , Irina Ovchinnikova

Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2021, Utrecht, The Netherlands, June 21-25, 2021, Jun 2021, Utrecht Netherlands, Netherlands. pp.162-166, ⟨10.1145/3450614.3462239⟩

Communication dans un congrès hal-03279172v1
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Covid or not Covid? Topic Shift in Information Cascades on Twitter

Liana Ermakova , Diana Nurbakova , Irina Ovchinnikova

3rd International Workshop on Rumours and Deception in Social Media (RDSM) Collocated with COLING 2020, Dec 2020, Barcelona (on line), Spain. pp.32--37

Communication dans un congrès hal-03066857v1
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Understanding the Personality of Contributors to Information Cascades in Social Media in Response to the COVID-19 Pandemic

Diana Nurbakova , Liana Ermakova , Irina Ovchinnikova

20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020, Nov 2020, Sorrento, Italy. ⟨10.1109/ICDMW51313.2020.00016⟩

Communication dans un congrès hal-03122001v1
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Sentiments in Russian Medical Professional Discourse during the Covid-19 Pandemic

Irina Ovchinnikova , Liana Ermakova , Diana Nurbakova

3rd Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES) collocated with COLING-2020, Dec 2020, Barcelona, Spain. pp.99--108

Communication dans un congrès hal-03066892v1
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Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs

Lu Gan , Diana Nurbakova , Léa Laporte , Sylvie Calabretto

43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2020, Virtual, China. pp.2001-2004, ⟨10.1145/3397271.3401213⟩

Communication dans un congrès hal-02935150v1
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DEvIR: Data Collection and Analysis for the Recommendation of Events and Itineraries

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS) 2019, Jan 2019, Maui, Hawaii, United States

Communication dans un congrès hal-01936794v1
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SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences

Romain Mathonat , Diana Nurbakova , Jean-François Boulicaut , Mehdi Kaytoue

IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington, United States. pp. 81-90, ⟨10.1109/DSAA.2019.00022⟩

Communication dans un congrès hal-02282082v1
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Recommendation of Activity Sequences during Distributed Events

Diana Nurbakova

26th Conference on User Modeling, Adaptation and Personalization(UMAP 2018), Jul 2018, Singapore, Singapore. ⟨10.1145/3209219.3213592⟩

Communication dans un congrès hal-01875718v1
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Recommandation de séquences d'activités lors d'évènements distribués

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

Conférence en Recherche d'Informations et Applications (CORIA) 2018, 15th French Information Retrieval Conference,, ARIA, May 2018, Rennes, France. ⟨10.24348/coria.2018.paper3⟩

Communication dans un congrès hal-01936776v1

Recommender systems for citizens: the CitRec'17 workshop manifesto

Diana Nurbakova , Jie Yang , Iván Cantador , María Cortés-Cediel , Alessandro Bozzon

the International Workshop on Citizens for Recommender Systems, CitRec@RecSys 2017, Aug 2017, Como, Italy. ⟨10.1145/3127325.3177871⟩

Communication dans un congrès hal-01723007v1
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Itinerary Recommendation for Cruises: User Study

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

RecTour 2017: 2nd Workshop on Recommenders in Tourism, Aug 2017, Como, Italy. pp.31-34

Communication dans un congrès hal-01577228v1
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Recommendation of Short-Term Activity Sequences During Distributed Events

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

International Conference on Computational Science (ICCS 2017), Jun 2017, Zürich, Switzerland. pp.2069-2078, ⟨10.1016/j.procs.2017.05.154⟩

Communication dans un congrès hal-01568796v1
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Users Psychological Profiles for Leisure Activity Recommendation: User Study

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

Proceedings of CitRec 2017: Workshop on Recommender Systems for Citizens, Aug 2017, Como, Italy. ⟨10.1145/3127325.3127328⟩

Communication dans un congrès hal-01574704v1
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ANASTASIA : recommandation de séquences d'activités spatio-temporelles

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

Rencontres Jeunes Chercheurs en Recherche d'Information (RJCRI CORIA-CIFED), Mar 2016, Toulouse, France. pp.10

Communication dans un congrès hal-01328062v1
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Extraction de signaux comportementaux d'utilisateur et prédiction de conclusion de vente

Diana Nurbakova , Sylvie Calabretto , Timothée Saumet , Jialiang Wei

Extraction et Gestion des connaissances, {EGC} 2021, Jan 2021, Montpellier, France. pp.511-512

Poster de conférence hal-03121968v1
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STAS: Recommendation of Spatio-Temporal Activities Sequences

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

Journée des Thèses du LIRIS 2016, Nov 2016, Lyon, France. , Journée des Thèses du LIRIS 2016, pp.30-31, 2016

Poster de conférence hal-01575736v1
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ANASTASIA: recommendation of spatio-temporal activities sequences

Diana Nurbakova , Léa Laporte , Sylvie Calabretto , Jérôme Gensel

Rencontres Jeunes Chercheurs en Recherche d'Information (RJCRI CORIA-CIFED), Mar 2016, Toulouse, France

Poster de conférence hal-01328145v1
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STAS : Recommandation de séquences d'activités spatio-temporelles

Diana Nurbakova , Sylvie Calabretto , Léa Laporte , Jérôme Gensel

Journée Scientifique de l’Arc 6, Nov 2016, Lyon, France. 2016

Poster de conférence hal-01575728v1
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Recommandation de séquences d’activités en contexte mobile et dynamique

Diana Nurbakova , Sylvie Calabretto , Léa Laporte , Jérôme Gensel

Journée scientifique de l’ARC 6, Nov 2015, Grenoble, France.

Poster de conférence hal-01328134v1