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VEIBER Lisa

Main Referenced Co-authors
BISSYANDE, Tegawendé  (8)
KLEIN, Jacques  (8)
ALLIX, Kevin  (7)
ARSLAN, Yusuf  (4)
Goujon, Anne (4)
Main Referenced Keywords
SHAP Explanations (2); Chatbots (1); Clustering (1); contact tracing (1); Covid-19 (1);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) (1)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Security Design and Validation Research Group (SerVal) (1)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Trustworthy Software Engineering (TruX) (1)
LIH - Luxembourg Institute of Health (1)
Luxembourg Centre for Systems Biomedicine (LCSB) (1)
Main Referenced Disciplines
Computer science (8)
Life sciences: Multidisciplinary, general & others (1)

Publications (total 9)

The most downloaded
602 downloads
Lothritz, C., Allix, K., Veiber, L., Klein, J., & Bissyande, T. F. D. A. (2020). Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition. In Proceedings of the 28th International Conference on Computational Linguistics (pp. 3750–3760). https://hdl.handle.net/10993/45217

The most cited

27 citations (Scopus®)

Arslan, Y., Allix, K., Veiber, L., Lothritz, C., Bissyande, T. F. D. A., Klein, J., & Goujon, A. (2021). A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain. In Companion Proceedings of the Web Conference 2021 (WWW '21 Companion), April 19--23, 2021, Ljubljana, Slovenia (pp. 260–268). New York, United States: Association for Computing Machinery. doi:10.1145/3442442.3451375 https://hdl.handle.net/10993/47288

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

Arslan, Y., Allix, K., Veiber, L., Lothritz, C., Bissyande, T. F. D. A., Klein, J., & Goujon, A. (2021). A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain. In Companion Proceedings of the Web Conference 2021 (WWW '21 Companion), April 19--23, 2021, Ljubljana, Slovenia (pp. 260–268). New York, United States: Association for Computing Machinery. doi:10.1145/3442442.3451375
Peer reviewed

Lothritz, C., Allix, K., Veiber, L., Klein, J., & Bissyande, T. F. D. A. (2020). Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition. In Proceedings of the 28th International Conference on Computational Linguistics (pp. 3750–3760).
Peer reviewed

Mossong, J., Mombaerts, L., Veiber, L., Pastore, J., LeCoroller, G., Schnell, M., Masi, S., Huiart, L., & Wilmes, P. (2020). SARS-CoV-2 Transmission in Educational Settings During an Early Summer Epidemic Wave in Luxembourg. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/44569. doi:10.2139

Ghamizi, S., Rwemalika, R., Cordy, M., Veiber, L., Bissyande, T. F. D. A., Papadakis, M., Klein, J., & Le Traon, Y. (2020). Data-driven simulation and optimization for covid-19 exit strategies. In S. Ghamizi, R. Rwemalika, M. Cordy, L. Veiber, T. F. D. A. Bissyande, M. Papadakis, J. Klein, ... Y. Le Traon, Data-driven simulation and optimization for covid-19 exit strategies (pp. 3434-3442). New York, NY, United States: Association for Computing Machinery. doi:10.1145/3394486.3412863
Peer reviewed

Veiber, L., Allix, K., Arslan, Y., Bissyande, T. F. D. A., & Klein, J. (2020). Challenges Towards Production-Ready Explainable Machine Learning. In L. Veiber, K. Allix, Y. Arslan, T. F. D. A. Bissyande, ... J. Klein, Proceedings of the 2020 USENIX Conference on Operational Machine Learning (OpML 20). USENIX Association.
Peer reviewed

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