| LeXFiles and LegalLAMA: Facilitating English multinational legal language model development I Chalkidis, N Garneau, C Goanta, DM Katz, A Søgaard arXiv preprint arXiv:2305.07507, 2023 | 38 | 2023 |
| Predicting and interpreting embeddings for out of vocabulary words in downstream tasks N Garneau, JS Leboeuf, L Lamontagne arXiv preprint arXiv:1903.00724, 2019 | 30 | 2019 |
| 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 | 15 | 2021 |
| Analogy training multilingual encoders N Garneau, M Hartmann, A Sandholm, S Ruder, I Vulić, A Søgaard Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12884 …, 2021 | 12 | 2021 |
| 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 | 9 | 2020 |
| A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings: Making the method robustly reproducible as well N Garneau, M Godbout, D Beauchemin, A Durand, L Lamontagne arXiv preprint arXiv:1912.01706, 2019 | 9 | 2019 |
| Contextual generation of word embeddings for out of vocabulary words in downstream tasks N Garneau, JS Leboeuf, L Lamontagne Advances in Artificial Intelligence: 32nd Canadian Conference on Artificial …, 2019 | 8 | 2019 |
| Does mapo tofu contain coffee? probing llms for food-related cultural knowledge L Zhou, T Karidi, N Garneau, Y Cao, W Liu, W Chen, D Hershcovich arXiv preprint arXiv:2404.06833, 2024 | 4 | 2024 |
| 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 |
| 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 |
| MuLan: A Study of Fact Mutability in Language Models C Fierro, N Garneau, E Bugliarello, Y Kementchedjhieva, A Søgaard arXiv preprint arXiv:2404.03036, 2024 | 1 | 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 | 1 | 2023 |
| 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 |
| 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 |
| The Case of Fake News and Automatic Content Generation in the Era of Big Data and Machine Learning N Garneau MÉDIAS SOCIAUX, 139, 2020 | 1 | 2020 |
| Attending Form and Context to Generate Specialized Out-of-VocabularyWords Representations N Garneau, JS Leboeuf, Y Pinter, L Lamontagne arXiv preprint arXiv:1912.06876, 2019 | 1 | 2019 |
| Word Order and World Knowledge Q Zhao, V Ravishankar, N Garneau, A Søgaard arXiv preprint arXiv:2403.00876, 2024 | | 2024 |
| Re-Framing Case Law Citation Prediction from a Paragraph Perspective H Palmer Olsen, N Garneau, Y Panagis, J Lindholm, A Søgaard Legal Knowledge and Information Systems, 323-328, 2023 | | 2023 |
| Generating plumitifs descriptions using neural networks N Garneau | | 2023 |
| Beer2Vec: Extracting Flavors from Reviews for Thirst-Quenching Recommandations JT Baillargeon, N Garneau arXiv preprint arXiv:2208.04223, 2022 | | 2022 |
Luc LamontagneProfessor of Computer Science and Software Engineering, Laval UniversityAdresse e-mail validée de ift.ulaval.ca
