| A representation-learning approach for insurance pricing with images C Blier-Wong, L Lamontagne, E Marceau ASTIN Bulletin: The Journal of the IAA 54 (2), 280-309, 2024 | 1 | 2024 |
| De la ouananiche (Salmo salar) dans une rivière en milieu agricole près de chez vous: le cas de la Petite rivière Eusèbe au Saguenay–Lac-Saint-Jean A Ménard, L Lamontagne Le Naturaliste canadien 148 (1), 11-24, 2024 | | 2024 |
| Guided Beam Search to Improve Generalization in Low-Resource Data-to-Text Generation N Garneau, L Lamontagne Proceedings of the 16th International Natural Language Generation Conference …, 2023 | | 2023 |
| A case-based reasoning tool to recommend drinking water source protection actions J Cerutti, I Abi-Zeid, L Lamontagne, R Lavoie, MJ Rodriguez-Pinzon Journal of Environmental Management 331, 117228, 2023 | 2 | 2023 |
| Preventing RNN from Using Sequence Length as a Feature JT Baillargeon, H Cossette, L Lamontagne Proceedings of the 2022 6th International Conference on Natural Language …, 2022 | 1 | 2022 |
| Reducing Sequence Length Learning Impacts on Transformer Models JT Baillargeon, L Lamontagne arXiv preprint arXiv:2212.08399, 2022 | | 2022 |
| A case-based reasoning system to recommend solutions for source water protection: knowledge acquisition and modelling J Cerutti, I Abi-Zeid, L Lamontagne, R Lavoie, MJ Rodriguez Knowledge Management Research & Practice 20 (6), 828-842, 2022 | 3 | 2022 |
| Evaluating legal accuracy of neural generators on the generation of criminal court dockets description N Garneau, E Gaumond, L Lamontagne, PL Déziel Proceedings of the 15th International Conference on Natural Language …, 2022 | 1 | 2022 |
| Geographic ratemaking with spatial embeddings C Blier-Wong, H Cossette, L Lamontagne, E Marceau ASTIN Bulletin: The Journal of the IAA 52 (1), 1-31, 2022 | 8 | 2022 |
| Multinational Address Parsing: A Zero-Shot Evaluation M Yassine, D Beauchemin, F Laviolette, L Lamontagne arXiv preprint arXiv:2112.04008, 2021 | 1 | 2021 |
| Trainable ranking models to evaluate the semantic accuracy of data-to-text neural generator N Garneau, L Lamontagne Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems …, 2021 | 3 | 2021 |
| Shared task in evaluating accuracy: Leveraging pre-annotations in the validation process N Garneau, L Lamontagne Proceedings of the 14th International Conference on Natural Language …, 2021 | 4 | 2021 |
| Criminelbart: a French Canadian legal language model specialized in criminal law N Garneau, E Gaumond, L Lamontagne, PL Déziel Proceedings of the Eighteenth International Conference on Artificial …, 2021 | 11 | 2021 |
| Plum2Text: a french plumitifs-descriptions data-to-text dataset for natural language generation N Garneau, E Gaumond, L Lamontagne, PL Déziel Proceedings of the Eighteenth International Conference on Artificial …, 2021 | 1 | 2021 |
| Leveraging subword embeddings for multinational address parsing M Yassine, D Beauchemin, F Laviolette, L Lamontagne 2020 6th IEEE Congress on Information Science and Technology (CiSt), 353-360, 2021 | 16 | 2021 |
| Rethinking representations in P&C actuarial science with deep neural networks C Blier-Wong, JT Baillargeon, H Cossette, L Lamontagne, E Marceau arXiv preprint arXiv:2102.05784, 2021 | 8 | 2021 |
| Mining actuarial risk predictors in accident descriptions using recurrent neural networks JT Baillargeon, L Lamontagne, E Marceau Risks 9 (1), 7, 2020 | 10 | 2020 |
| Machine learning in P&C insurance: A review for pricing and reserving C Blier-Wong, H Cossette, L Lamontagne, E Marceau Risks 9 (1), 4, 2020 | 53 | 2020 |
| Generating intelligible plumitifs descriptions: Use case application with ethical considerations D Beauchemin, N Garneau, E Gaumond, PL Déziel, R Khoury, ... arXiv preprint arXiv:2011.12183, 2020 | 10 | 2020 |
| Machine Learning in Property and Casualty Insurance: A Review for Pricing and Reserving C Blier-Wong, H Cossette, L Lamontagne, E Marceau Available at SSRN 3723780, 2020 | | 2020 |
Guy LapalmeProfesseur d'informatique, Université de MontréalVerified email at iro.umontreal.ca
