Gaël Guibon
- Laboratoire d'Informatique de Paris-Nord (LIPN)
- Université Sorbonne Paris Nord
- Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA)
Présentation
I am an Associate Professor (~ Maître de conférences) in Computer Science at Université Sorbonne Paris Nord and the LIPN laboratory. Previously, I was an associate professor at the University of Lorraine and the LORIA laboratory. Before that, I was a post-doctoral researcher in Natural Language Processing and Machine Learning first at Inria Paris (almanach team) then at both the Information Processing and Communications Laboratory (LTCI) of Télécom Paris and at the Innovation & Research Department from SNCF. My research interests include emotion prediction and classification, emojis recommendation, machine learning from few examples (Few Shot Learning and Meta Learning), and everything including user generated content with conversations.
Domaines de recherche
Publications
Publications
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SIMSAMU - A French medical dispatch dialog open datasetComputer Methods and Programs in Biomedicine, 2025, 268, pp.108857. ⟨10.1016/j.cmpb.2025.108857⟩ |
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QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue SummarizationEMNLP 2025 : The 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025, Suzhou, China |
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Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company ClassificationThe 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), Feb 2025, Philadelphia (Pennsylvania), United States |
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ORPAILLEUR & SyNaLP at CLEF 2024 Task 2: Good Old Cross Validation for Large Language Models Yields the Best Humorous DetectionWorking Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.1841-1856 |
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SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in ConversationProceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis (WASSA at ACL 2024), Aug 2024, Bangkok, Thailand |
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SEC : contexte émotionnel phrastique intégré pour la reconnaissance émotionnelle efficiente dans la conversation35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.219-233 |
Trois méthodes Sorbonne et SNCF pour la résolution de QCM (DEFT2024)35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.47-57 |
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Participation de l'équipe TTGV à DEFT 2023~: Réponse automatique à des QCM issus d'examens en pharmacieCORIA TALN RJCRI RECITAL 2023, Jun 2023, Paris, France. pp.23-38 |
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An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce DataProceedings of the 37th AAAI Conference on Artificial Intelligence, Feb 2023, Washington DC, United States. pp.7757-7765, ⟨10.1609/aaai.v37i6.25940⟩ |
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EZCAT: an Easy Conversation Annotation Tool13th Conference on Language Resources and Evaluation (LREC 2022), Jun 2022, Marseille, France |
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Participation de l’équipe TGV à DEFT 2022 : Prédiction automatique de notes d’étudiants à des questionnaires en fonction du type de questionTraitement Automatique des Langues Naturelles, 2022, Avignon, France. pp.23-35 |
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Few-Shot Emotion Recognition in Conversation with Sequential Prototypical NetworksThe 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov 2021, Punta Cana, Dominican Republic |
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Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories1st Workshop on Meta Learning and Its Applications to Natural Language Processing, ACL 2021, Aug 2021, Bangkok, Thailand |
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Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînementTraitement Automatique des Langues Naturelles, 2021, Lille, France. pp.199-208 |
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When Collaborative Treebank Curation Meets Graph GrammarsLREC 2020 - 12th Language Resources and Evaluation Conference, May 2020, Marseille, France |
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OFrLex: A Computational Morphological and Syntactic Lexicon for Old FrenchLREC 2020 - 12th Language Resources and Evaluation Conference, May 2020, Marseille, France. 3217-3225 (updated version) |
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Multilingual Fake News Detection with SatireCICLing: International Conference on Computational Linguistics and Intelligent Text Processing, Apr 2019, La Rochelle, France |
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On the Use of Dependencies in Relation Classification of Text with Deep Learning20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing2019), Apr 2019, La Rochelle, France |
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From Emoji Usage to Categorical Emoji Prediction19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING 2018), Mar 2018, Hanoï, Vietnam |
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LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji PredictionSemEVAL, Jun 2018, New-Orleans, United States |
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Emoji Recommendation in Private Instant MessagesSAC '18 Proceedings of the 33rd Annual ACM Symposium on Applied Computing, Apr 2018, Pau, France. ⟨10.1145/3167132.3167430⟩ |
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Une plateforme de recommandation automatique d'emojisTraitement Automatique du Langage Naturel, Jun 2017, Orléans, France |
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Prédiction automatique d'emojis sentimentauxCOnférence en Recherche d'Information et Applications (CORIA), Mar 2017, Marseille, France |
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From Emojis to Sentiment AnalysisWACAI 2016, Lab-STICC; ENIB; LITIS, Jun 2016, Brest, France |
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Analyse syntaxique de l'ancien français : quelles propriétés de la langue influent le plus sur la qualité de l'apprentissage ? TALN 22, Jun 2015, Caen, France. |
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Searching for Discriminative Metadata of Heterogenous CorporaFourteenth International Workshop on Treebanks and Linguistic Theories (TLT14), Dec 2015, Varsovie, Poland. pp.72-82 |
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Parsing Poorly Standardized Language Dependency on Old FrenchThirteenth International Workshop on Treebanks and Linguistic Theories (TLT13), Dec 2014, Tübingen, Germany. pp.51-61 |
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Read Between the Lines: A Robust Financial Statement Fraud Detection Framework2025 |
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Towards Ontology-Based Descriptions of Conversations with Qualitatively-Defined Concepts2025 |
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Context-Aware Siamese Networks for Efficient Emotion Recognition in Conversation2024 |
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Factorizing Gender Bias in Automatic Speech Recognition for Mexican Spanish2024 |
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Recommandation automatique et adaptative d'emojisInformatique et langage [cs.CL]. Aix-Marseille Université, 2019. Français. ⟨NNT : ⟩ |