Diana Nurbakova
Publications
Publications
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A Conversational Tool Based on Knowledge Graph, LLMs and BERT Model for Work-Study Programs in FranceArtificial 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 |
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Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text ClassificationProceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), Jul 2025, Vienna, Austria |
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Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique ClassificationProceedings of the 10th Workshop on Slavic Natural Language Processing 2025 (SlavicNLP 2025), Jul 2025, Vienna, Austria |
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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 France20e 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 |
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GrootWatch at EXIST 2025: Automatic Sexism Detection on Social Networks - Classification of Tweets and MemesWorking Notes of the Conference and Labs of the Evaluation Forum (CLEF 2025), Sep 2025, Madrid, Spain |
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Enhancing Knowledge Tracing with Large Language Models (LLMs)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 |
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Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERTProceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), Jul 2025, Vienna, Austria |
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Food KBQA Recommender: A knowledge base question answering system powered meal plan recommenderWI-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 |
Knowledge Graph-Based Recommendation System for Personalized E-LearningAdjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024, Cagliari, Sardinia, Italy. pp.561-566, ⟨10.1145/3631700.3665229⟩ |
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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 Context14th Conference and Labs of the Evaluation Forum (CLEF 2023), Sep 2023, Thessalonique, Greece. pp.908-918 |
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Adaptive and Privacy-Aware Persuasive Strategies to Promote Healthy Eating Habits: Position PaperUMAP 2023 - 31st ACM Conference on User Modeling, Adaptation and Personalization, Jun 2023, Limassol, Cyprus. pp.129-131, ⟨10.1145/3563359.3596987⟩ |
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HUMMUS: A Linked, Healthiness-Aware, User-centered and Argument-Enabling Recipe Data Set for Recommendation17th ACM Conference on Recommender Systems (RECSYS23), Sep 2023, New York, NY, United States. ⟨10.1145/3604915.3609491⟩ |
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Overview of the CLEF 2022 SimpleText Task 3: Query Biased Simplification of Scientific TextsProceedings 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 |
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Overview of the CLEF 2022 SimpleText Task 2: Complexity Spotting in Scientific AbstractsProceedings 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 |
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Overview of the CLEF 2022 SimpleText Lab: Automatic Simplification of Scientific TextsExperimental 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⟩ |
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Automatic Simplification of Scientific Texts: SimpleText Lab at CLEF-202244th European Conference on Information Retrieval (ECIR), Apr 2022, Stavanger, France. pp.364-373, ⟨10.1007/978-3-030-99739-7_46⟩ |
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EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph EmbeddingThe 20th IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Dec 2021, Melbourne, Australia. ⟨10.1145/3486622.3493925⟩ |
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Recommandation diversifiée via des processus ponctuels déterminantaux sur des graphes de connaissancesExtraction et Gestion des connaissances, {EGC} 2021, Jan 2021, Montpellier, France. pp.365-372 |
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What Science-Related Topics Need to Be Popularized? A Comparative StudyCLEF 2021 – Conference and Labs of the Evaluation Forum, Sep 2021, Bucharest (on line), Romania |
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Overview of SimpleText CLEF 2021 Workshop and Pilot Tasks12th Conference and Labs of the Evaluation Forum (CLEF 2021), Sep 2021, Bucharest (on line), Romania. pp.2212 - 2227 |
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Overview of SimpleText 2021 - CLEF Workshop on Text Simplification for Scientific Information Access12th Conference and Labs of the Evaluation Forum (CLEF 2021), Sep 2021, Bucharest, Romania. pp.432-449, ⟨10.1007/978-3-030-85251-1_27⟩ |
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Opposition politique et polarisation de groupe dans la discussion des traitements de la Covid-19 sur TwitterExtraction et Gestion des connaissances EGC 2021, Jan 2021, Montpellier, France |
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Anytime Subgroup Discovery in High Dimensional Numerical DataIEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. ⟨10.1109/DSAA53316.2021.9564223⟩ |
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Text Simplification for Scientific Information Access: CLEF 2021 SimpleText Workshop43rd edition of the annual BCS-IRSG European Conference on Information Retrieval : Advances in Information Retrieval (ECIR 2021), Mar 2021, Lucca (virtual), Italy |
Analysis of Users Engaged in Online Discussions about Controversial Covid-19 TreatmentsAdjunct 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⟩ |
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Covid or not Covid? Topic Shift in Information Cascades on Twitter3rd International Workshop on Rumours and Deception in Social Media (RDSM) Collocated with COLING 2020, Dec 2020, Barcelona (on line), Spain. pp.32--37 |
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Understanding the Personality of Contributors to Information Cascades in Social Media in Response to the COVID-19 Pandemic20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020, Nov 2020, Sorrento, Italy. ⟨10.1109/ICDMW51313.2020.00016⟩ |
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Sentiments in Russian Medical Professional Discourse during the Covid-19 Pandemic3rd 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 |
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Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2020, Virtual, China. pp.2001-2004, ⟨10.1145/3397271.3401213⟩ |
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DEvIR: Data Collection and Analysis for the Recommendation of Events and ItinerariesProceedings of the 52nd Hawaii International Conference on System Sciences (HICSS) 2019, Jan 2019, Maui, Hawaii, United States |
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SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled SequencesIEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington, United States. pp. 81-90, ⟨10.1109/DSAA.2019.00022⟩ |
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Recommendation of Activity Sequences during Distributed Events26th Conference on User Modeling, Adaptation and Personalization(UMAP 2018), Jul 2018, Singapore, Singapore. ⟨10.1145/3209219.3213592⟩ |
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Recommandation de séquences d'activités lors d'évènements distribuésConférence en Recherche d'Informations et Applications (CORIA) 2018, 15th French Information Retrieval Conference,, ARIA, May 2018, Rennes, France. ⟨10.24348/coria.2018.paper3⟩ |
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Recommender systems for citizens: the CitRec'17 workshop manifestothe International Workshop on Citizens for Recommender Systems, CitRec@RecSys 2017, Aug 2017, Como, Italy. ⟨10.1145/3127325.3177871⟩ |
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Itinerary Recommendation for Cruises: User StudyRecTour 2017: 2nd Workshop on Recommenders in Tourism, Aug 2017, Como, Italy. pp.31-34 |
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Recommendation of Short-Term Activity Sequences During Distributed EventsInternational Conference on Computational Science (ICCS 2017), Jun 2017, Zürich, Switzerland. pp.2069-2078, ⟨10.1016/j.procs.2017.05.154⟩ |
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Users Psychological Profiles for Leisure Activity Recommendation: User StudyProceedings of CitRec 2017: Workshop on Recommender Systems for Citizens, Aug 2017, Como, Italy. ⟨10.1145/3127325.3127328⟩ |
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ANASTASIA : recommandation de séquences d'activités spatio-temporellesRencontres Jeunes Chercheurs en Recherche d'Information (RJCRI CORIA-CIFED), Mar 2016, Toulouse, France. pp.10 |
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A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity2025 |
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On the Normalization of Confusion Matrices: Methods and Geometric Interpretations2025 |
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Exploiting Nearest Neighbor Mixing: Nearest Neighbor Poisoning2025 |
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Do I Eat Healthy, Consciously, and Sustainably? A Preliminary Study on Food-Centric RelationshipsNutrition and Metabolic Insights, 2025, 18, ⟨10.1177/11786388251364306⟩ |
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Confusion Matrices: A Unified TheoryIEEE Access, 2024, 12, pp.1-1. ⟨10.1109/ACCESS.2024.3507199⟩ |
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Online medical discourse during the COVID-19 pandemic: semantic categories and attitudesResearch Result. Theoretical and Applied Linguistics Series, 2022, 8 (1), pp.57-78. ⟨10.18413/2313-8912-2022-8-1-0-4⟩ |
Politicization of discussions of Covid-19 on TwitterPhilological Sciences. Scientific Essays of Higher Education, 2021, 1 (6), pp.3-11. ⟨10.20339/PhS.6-21.003⟩ |
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Anytime mining of sequential discriminative patterns in labeled sequencesKnowledge and Information Systems (KAIS), 2020, pp. 439-476. ⟨10.1007/s10115-020-01523-7⟩ |
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Towards Adaptive and Personalised Recommendation for Healthy Food Promotion2023 |
Overview of the CLEF 2022 SimpleText Task 2: Complexity Spotting in Scientific Abstracts.- Conference and Labs of the Evaluation Forum, Bologna, 2022 |
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Overview of the CLEF 2022 SimpleText Task 3: Query Biased Simplification of Scientific Texts.Conference and Labs of the Evaluation Forum, Bologna, 2022 |
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Extraction de signaux comportementaux d'utilisateur et prédiction de conclusion de venteExtraction et Gestion des connaissances, {EGC} 2021, Jan 2021, Montpellier, France. pp.511-512 |
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STAS: Recommendation of Spatio-Temporal Activities SequencesJournée des Thèses du LIRIS 2016, Nov 2016, Lyon, France. , Journée des Thèses du LIRIS 2016, pp.30-31, 2016 |
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ANASTASIA: recommendation of spatio-temporal activities sequencesRencontres Jeunes Chercheurs en Recherche d'Information (RJCRI CORIA-CIFED), Mar 2016, Toulouse, France |
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STAS : Recommandation de séquences d'activités spatio-temporellesJournée Scientifique de l’Arc 6, Nov 2016, Lyon, France. 2016 |
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Recommandation de séquences d’activités en contexte mobile et dynamiqueJournée scientifique de l’ARC 6, Nov 2015, Grenoble, France. |