Publications
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Large-scale Semantic Annotation for Improved Content Discovery in a Digital Library: A Case Study on Érudit,
, 08/2022.
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Le réalisateur de texte jsRealB,
, 23 février 2022, Séminaire RALI-OLST, 2022.
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"NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation",
Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021.
"Knowledge Distillation with Noisy Labels for Natural Language Understanding",
Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021), Online, Association for Computational Linguistics, 2021.
"End-to-End Self-Debiasing Framework for Robust NLU Training",
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, Online, Association for Computational Linguistics, 2021.
"Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition",
Transactions of the Association for Computational Linguistics, vol. 9, pp. 586-604, 07, 2021.
"Leveraging distant supervision for improved named entity recognition",
DIRO, vol. PhD: Papyrus, pp. 147, 2021.
Regenerating sentences from Universal Dependencies Structures,
: RALI-DIRO, 01/2021.
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The jsRealB Text Realizer: Organization and Use Cases,
, no. arXiv:2012.15425, 01/2021.
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A Python-based system for Verbalizing AMR Structures,
, pp. 30 pages, 04/2021.
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"RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation",
Findings of the Association for Computational Linguistics: EMNLP 2021, Punta Cana, Dominican Republic, Association for Computational Linguistics, 2021.
"HardEval: Focusing on Challenging Tokens to Assess Robustness of NER",
Proceedings of The 12th Language Resources and Evaluation Conference, Marseille, France, European Language Resources Association, 2020.
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"Future Directions of Query Understanding",
Query Understanding for Search Engines: Springer, pp. 205–224, 2020.
"SEDAR: a Large Scale French-English Financial Domain Parallel Corpus",
Proceedings of The 12th Language Resources and Evaluation Conference, Marseille, France, European Language Resources Association, 2020.
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"Deux dictionnaires informatisés de Jean Dubois et Françoise Dubois-Charlier, leurs ultimes travaux",
Linx, vol. 80, issue 1, pp. 29, 2020.
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RDFjsRealB: a Symbolic Approach for Generating Text from RDF Triples - detailed paper,
, 11/2020.
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"RDFjsRealB: a Symbolic Approach for Generating Text from RDF Triples",
3rd WebNLG Workshop on Natural Language Generation from the Semantic Web (WebNLG+ 2020), Dublin, Ireland, SIGGEN, 12/2020.
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"Meta-Learning for Neural Relation Classification with Distant Supervision",
Proceedings of the 29th ACM International Conference on Information & Knowledge Management, 2020.
"VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification",
European Conference on Information Retrieval: Springer, 2020.
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Détecter la personnalité sur les réseaux sociaux,
: DIRE, 2020.
"Identifying empirical studies for mixed studies reviews: The mixed filter and the automated text classifier",
Education for Information: IOS Press, pp. 1–5, 2020.
"Deep Adversarial Completion for Sparse Heterogeneous Information Network Embedding",
Proceedings of The Web Conference 2020, New York, NY, USA, Association for Computing Machinery, 2020.
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