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LEBICHOT Bertrand

Main Referenced Co-authors
ALLIX, Kevin  (5)
BISSYANDE, Tegawendé  (5)
KLEIN, Jacques  (5)
Goujon, Anne (4)
VEIBER, Lisa  (4)
Main Referenced Keywords
Fraud detection (3); SHAP Explanations (2); Transfer Learning (2); Chatbots (1); Clustering (1);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > TruX - Trustworthy Software Engineering (1)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Trustworthy Software Engineering (TruX) (1)
Main Referenced Disciplines
Computer science (9)

Publications (total 9)

The most downloaded
584 downloads
Lothritz, C., Allix, K., Lebichot, B., Veiber, L., Bissyande, T. F. D. A., & Klein, J. (2021). Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. In 26th International Conference on Applications of Natural Language to Information Systems (pp. 367-375). Springer. doi:10.1007/978-3-030-80599-9_32 https://hdl.handle.net/10993/47529

The most cited

11 citations (Scopus®)

Buroni, G., Lebichot, B., & Bontempi, G. (2021). AST-MTL : An Attention-based Multi- Task Learning Strategy for Traffic Forecasting. IEEE Access. doi:10.1109/ACCESS.2021.3083412 https://hdl.handle.net/10993/49393

LOTHRITZ, C., LEBICHOT, B., ALLIX, K., EZZINI, S., BISSYANDE, T. F. D. A., KLEIN, J., Boytsov, A., Lefebvre, C., & Goujon, A. (2023). Evaluating the Impact of Text De-Identification on Downstream NLP Tasks. In Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). Tartu, Estonia: University of Tartu Library.
Peer reviewed

Arslan, Y., Lebichot, B., Allix, K., Veiber, L., Lefebvre, C., Boytsov, A., Goujon, A., Bissyande, T. F. D. A., & Klein, J. (2022). Towards Refined Classifications Driven by SHAP Explanations. In A. Holzinger, P. Kieseberg, A. M. Tjoa, ... E. Weippl (Eds.), Machine Learning and Knowledge Extraction (pp. 68-81). Springer.
Peer reviewed

Lothritz, C., Lebichot, B., Allix, K., Veiber, L., Bissyande, T. F. D. A., Klein, J., Boytsov, A., Goujon, A., & Lefebvre, C. (2022). LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. In Proceedings of the Language Resources and Evaluation Conference, 2022 (pp. 5080-5089).
Peer reviewed

Arslan, Y., Lebichot, B., Allix, K., Veiber, L., Lefebvre, C., Boytsov, A., Goujon, A., Bissyande, T. F. D. A., & Klein, J. (2022). On the Suitability of SHAP Explanations for Refining Classifications. In In Proceedings of the 14th International Conference on Agents and Artificial Intelligence (ICAART 2022). doi:10.5220/0010827700003116
Peer reviewed

Lothritz, C., Allix, K., Lebichot, B., Veiber, L., Bissyande, T. F. D. A., & Klein, J. (2021). Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. In 26th International Conference on Applications of Natural Language to Information Systems (pp. 367-375). Springer. doi:10.1007/978-3-030-80599-9_32
Peer reviewed

Lebichot, B., Verheslt, T., Le Borgne, Y.-A., He-Guelton, L., Oblé, F., & Bontempi, G. (2021). Transfer Learning Strategies for Credit Card Fraud Detection. IEEE Access. doi:10.1109/ACCESS.2021.3104472
Peer Reviewed verified by ORBi

Lebichot, B., Gian-Marco, P., Wissam, S., Liyun, H.-G., Frédéric, O., & Gianluca, B. (2021). Incremental learning strategies for credit cards fraud detection. nternational Journal of Data Science and Analytics. doi:10.1007/s41060-021-00258-0
Peer reviewed

Siblini, W., Coter, G., Fabry, R., He-Guelton, L., Oble, F., Lebichot, B., Le Borgne, Y.-A., & Bontempi, G. (2021). Transfer learning for credit card fraud detection : A journey from research to production. The Proceedings of the Data Science and Advanced Analytics (DSAA 2021) IEEE conference.
Peer reviewed

Buroni, G., Lebichot, B., & Bontempi, G. (2021). AST-MTL : An Attention-based Multi- Task Learning Strategy for Traffic Forecasting. IEEE Access. doi:10.1109/ACCESS.2021.3083412
Peer Reviewed verified by ORBi

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