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2020 – today
- 2022
[c8]Yusuf Arslan
, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein:
Towards Refined Classifications Driven by SHAP Explanations. CD-MAKE 2022: 68-81- [c7]Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein:
On the Suitability of SHAP Explanations for Refining Classifications. ICAART (3) 2022: 395-402 - [c6]Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon:
LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. LREC 2022: 5080-5089 - 2021
- [c5]Cedric Lothritz, Kevin Allix, Bertrand Lebichot, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein:
Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. NLDB 2021: 367-375 - [c4]Yusuf Arslan, Kevin Allix, Lisa Veiber, Cedric Lothritz, Tegawendé F. Bissyandé, Jacques Klein, Anne Goujon:
A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain. WWW (Companion Volume) 2021: 260-268 - [i2]Lisa Veiber, Salah Ghamizi, Jean-Sébastien Sottet:
A Hybrid Predictive Model for Mitigating Health and Economic Factors during a Pandemic. ERCIM News 2021(124) (2021) - 2020
- [c3]Cedric Lothritz, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein:
Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition. COLING 2020: 3750-3760 - [c2]Salah Ghamizi, Renaud Rwemalika, Maxime Cordy, Lisa Veiber, Tegawendé F. Bissyandé, Mike Papadakis, Jacques Klein, Yves Le Traon:
Data-driven Simulation and Optimization for Covid-19 Exit Strategies. KDD 2020: 3434-3442 - [c1]Lisa Veiber, Kevin Allix, Yusuf Arslan, Tegawendé F. Bissyandé, Jacques Klein:
Challenges Towards Production-Ready Explainable Machine Learning. OpML 2020 - [i1]Salah Ghamizi, Renaud Rwemalika, Lisa Veiber, Maxime Cordy, Tegawendé F. Bissyandé, Mike Papadakis, Jacques Klein, Yves Le Traon:
Data-driven Simulation and Optimization for Covid-19 Exit Strategies. CoRR abs/2006.07087 (2020)
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