Diana Nurbakova

Publications

Communication dans un congrès (39)

On the Normalization of Confusion Matrices: Methods and Geometric Interpretations Johan Erbani,Sonia Ben Mokhtar,Pierre-Edouard Portier,Elod Egyed-Zsigmond,Diana Nurbakova AISTATS 2026, May 2026, Tanger, France Communication dans un congrès hal-05313947v2
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
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
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
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
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
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
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 Erbaniet al. Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2025), Sep 2025, Madrid, Spain Communication dans un congrès hal-05157015v1
Food KBQA Recommender: A knowledge base question answering system powered meal plan recommender Felix Bölz,Diana Nurbakova,Audrey Serna,Sylvie Calabretto,Lionel Brunieet 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
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
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
HUMMUS: A Linked, Healthiness-Aware, User-centered and Argument-Enabling Recipe Data Set for Recommendation Felix Bölz,Diana Nurbakova,Sylvie Calabretto,Lionel Brunie,Armin Gerlet 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
Automatic Simplification of Scientific Texts: SimpleText Lab at CLEF-2022 Liana Ermakova,Patrice Bellot,Jaap Kamps,Diana Nurbakova,Irina Ovchinnikovaet 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
Overview of the CLEF 2022 SimpleText Task 3: Query Biased Simplification of Scientific Texts Liana Ermakova,Irina Ovchinnikova,Jaap Kamps,Diana Nurbakova,Sílvia Araújoet 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
Overview of the CLEF 2022 SimpleText Task 2: Complexity Spotting in Scientific Abstracts Liana Ermakova,Irina Ovchinnikova,Jaap Kamps,Diana Nurbakova,Sílvia Araújoet 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
Overview of the CLEF 2022 SimpleText Lab: Automatic Simplification of Scientific Texts Liana Ermakova,Eric Sanjuan²,Jaap Kamps,Stéphane Huet,Irina Ovchinnikovaet 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
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
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
Overview of SimpleText CLEF 2021 Workshop and Pilot Tasks Liana Ermakova,Patrice Bellot,Pavel Braslavski,Jaap Kamps,Josiane Motheet 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
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
Overview of SimpleText 2021 - CLEF Workshop on Text Simplification for Scientific Information Access Liana Ermakova,Patrice Bellot,Pavel Braslavski,Jaap Kamps,Josiane Motheet 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
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
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
Text Simplification for Scientific Information Access: CLEF 2021 SimpleText Workshop Liana Ermakova,Patrice Bellot,Pavel Braslavski,Jaap Kamps,Josiane Motheet 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
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
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
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
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
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
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
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
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
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
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
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
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

Pré-publication, Document de travail (3)

CALI: Failure Prediction via Cramer-Wold Latent Inference and KDE Nathan Nowakowski,Diana Nurbakova,Előd Egyed-Zsigmond,Sylvie Calabretto 2026 Pré-publication, Document de travail hal-05576739v1
A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity Johan Erbani,Sonia Ben Mokhtar,Pierre-Edouard Portier,Elod Egyed-Zsigmond,Diana Nurbakova 2025 Pré-publication, Document de travail hal-05313940v1
Exploiting Nearest Neighbor Mixing: Nearest Neighbor Poisoning Johan Erbani,Sonia Ben Mokhtar,Pierre-Edouard Portier,Elod Egyed-Zsigmond,Diana Nurbakova 2025 Pré-publication, Document de travail hal-05313951v1

Article dans une revue (5)

Do I Eat Healthy, Consciously, and Sustainably? A Preliminary Study on Food-Centric Relationships Felix Bölz,Farah Khalid Andraws Asmaro,Ines Garali,Alizée Bertrand,Diana Nurbakovaet al. Nutrition and Metabolic Insights, 2025, 18, ⟨10.1177/11786388251364306⟩ Article dans une revue hal-05425984v1
Confusion Matrices: A Unified Theory Johan Erbani,Pierre-Édouard Portier,Előd Egyed-Zsigmond,Diana Nurbakova IEEE Access, 2024, 12, pp.1-1. ⟨10.1109/ACCESS.2024.3507199⟩ Article dans une revue hal-04820752v1
Online medical discourse during the COVID-19 pandemic: semantic categories and attitudes Irina Ovchinnikova,Liana Ermakova,Diana Nurbakova Research Result. Theoretical and Applied Linguistics Series, 2022, 8 (1), pp.57-78. ⟨10.18413/2313-8912-2022-8-1-0-4⟩ Article dans une revue hal-05120291v1
Politicization of discussions of Covid-19 on Twitter Irina Ovchinnikova,Liana Ermakova,Diana Nurbakova Philological Sciences. Scientific Essays of Higher Education, 2021, 1 (6), pp.3-11. ⟨10.20339/PhS.6-21.003⟩ Article dans une revue hal-04106069v1
Anytime mining of sequential discriminative patterns in labeled sequences Romain Mathonat,Diana Nurbakova,Jean-François Boulicaut,Mehdi Kaytoue Knowledge and Information Systems (KAIS), 2020, pp. 439-476. ⟨10.1007/s10115-020-01523-7⟩ Article dans une revue hal-03000696v1

Proceedings/Recueil des communications (3)

Towards Adaptive and Personalised Recommendation for Healthy Food Promotion Diana Nurbakova,Felix Bölz,Audrey Serna,Jean Brignone 2023 Proceedings/Recueil des communications hal-04261745v1
Overview of the CLEF 2022 SimpleText Task 3: Query Biased Simplification of Scientific Texts. Radia Hannachi,Liana Ermakova,Irina Ovchinnikova,Jaap Kamps,Diana Nurbakovaet al. Conference and Labs of the Evaluation Forum, Bologna, 2022 Proceedings/Recueil des communications hal-04934038v1
Overview of the CLEF 2022 SimpleText Task 2: Complexity Spotting in Scientific Abstracts. Radia Hannachi,Liana Ermakova,Irina Ovchinnikova,Jaap Kamps,Diana Nurbakovaet al. - Conference and Labs of the Evaluation Forum, Bologna, 2022 Proceedings/Recueil des communications hal-04934056v1

Poster de conférence (5)

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
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
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
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
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