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A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations

 Pierre Colombo , Pablo Piantanida , Chloé Clavel
Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Aug 2021, Online, France. ⟨10.48448/dqvn-s462⟩
Communication dans un congrès hal-03979752v2
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Code-switched inspired losses for generic spoken dialog representations

 Emile Chapuis , Pierre Colombo , Matthieu Labeau , Chloé Clavel
2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana, Dominican Republic
Communication dans un congrès hal-03574595v1
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Hierarchical Pre-training for Sequence Labelling in Spoken Dialog

 Emile Chapuis , Pierre Colombo , Matteo Manica , Matthieu Labeau , Chloé Clavel
Findings of the Association for Computational Linguistics: EMNLP 2020, Nov 2020, Online, France. pp.2636-2648, ⟨10.18653/v1/2020.findings-emnlp.239⟩
Communication dans un congrès hal-03134851v1
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Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation

 Cyril Chhun , Pierre Colombo , Fabian M Suchanek , Chloé Clavel
29th International Conference on Computational Linguistics (COLING 2022), Oct 2022, Gyeongju, South Korea
Communication dans un congrès hal-03801053v1
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Improving Multimodal fusion via Mutual Dependency Maximisation

 Pierre Colombo , Emile Chapuis , Matthieu Labeau , Chloé Clavel
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Online and Punta Cana, France. pp.231-245, ⟨10.18653/v1/2021.emnlp-main.21⟩
Communication dans un congrès hal-03574609v1
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What are the best systems? New perspectives on NLP Benchmarking

 Ekhine Irurozki , Pierre Colombo , Nathan Noiry , Stéphan Clémençon
Conference on Neural Information Processing Systems, 2022, New Orleans, United States
Communication dans un congrès hal-04253771v1

Automatic Text Evaluation through the Lens of Wasserstein Barycenters

 Pierre Colombo , Guillaume Staerman , Pablo Piantanida , Chloé Clavel
EMNLP 2021, Nov 2021, Punta Cana, Dominica. ⟨10.18653/v1/2021.emnlp-main.817⟩
Communication dans un congrès hal-03423971v1
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Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction

 Pierre Colombo , Emile Chapuis , Matteo Manica , Emmanuel Vignon , Giovanna Varni , et al.
Proceedings of the AAAI Conference on Artificial Intelligence, 2020, 34 (05), pp.7594-7601. ⟨10.1609/aaai.v34i05.6259⟩
Article dans une revue hal-03134847v1
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From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining

 Alexandre Garcia , Pierre Colombo , Slim Essid , Florence d'Alché-Buc , Chloé Clavel
2019 Conference on Empirical Methods in Natural Language Processing, Nov 2019, Hong-Kong, China
Communication dans un congrès hal-02371140v1
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The importance of fillers for text representations of speech transcripts

 Tanvi Dinkar , Pierre Colombo , Matthieu Labeau , Chloé Clavel
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Nov 2020, Online, Dominican Republic. pp.7985-7993, ⟨10.18653/v1/2020.emnlp-main.641⟩
Communication dans un congrès hal-03134854v1
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Guider l'attention dans les modèles de séquence à séquence pour la prédiction des actes de dialogue

 Emile Chapuis , Pierre Colombo , Matteo Manica , Giovanna Varni , Emmanuel Vignon , et al.
Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France
Communication dans un congrès hal-02933475v1
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Heavy-tailed Representations, Text Polarity Classification & Data Augmentation

 Hamid Jalalzai , Pierre Colombo , Chloé Clavel , Éric Gaussier , Giovanna Varni , et al.
2020
Pré-publication, Document de travail hal-02936647v1
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Apprendre à représenter et à générer du texte en utilisant des mesures d'information

 Pierre Colombo
Document and Text Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT033⟩
Thèse tel-03471220v1
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A Differential Entropy Estimator for Training Neural Networks

 Georg Pichler , Pierre Colombo , Malik Boudiaf , Günther Koliander , Pablo Piantanida
39th International Conference on Machine Learning (ICML 2022), Jul 2022, Baltimore, MD, United States
Communication dans un congrès hal-03979773v2
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Learning Disentangled Textual Representations via Statistical Measures of Similarity

 Pierre Colombo , Guillaume Staerman , Nathan Noiry , Pablo Piantanida
60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin (Ireland), Ireland. pp.2614-2630, ⟨10.18653/v1/2022.acl-long.187⟩
Communication dans un congrès hal-04540314v1
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