Garneau, Nicolas, Jean-Samuel Leboeuf, and Luc Lamontagne. "Predicting and interpreting embeddings for out of vocabulary words in downstream tasks." EMNLP 2018 (2018): 331.
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Garneau, Nicolas, Jean-Samuel Leboeuf, and Luc Lamontagne. "Contextual generation of word embeddings for out of vocabulary words in downstream tasks." CanadianAI 2019 (2019)
A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well
Garneau, N., Godbout, M., Beauchemin, D., Durand, A., & Lamontagne, L. (2020). A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings: Making the method robustly reproducible as well. Proceedings of the 12th Language Resources and Evaluation Conference.
Beauchemin, D., Garneau, N., Gaumond, E., Déziel, P. L., Khoury, R., & Lamontagne, L. (2020, December). Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations. In Proceedings of the 13th International Conference on Natural Language Generation (pp. 15-21).
Garneau, N., Hartmann, M., Sandholm, A., Ruder, S., Vulic, I., & Søgaard, A. (2021, February). Analogy Training Multilingual Encoders. In Proceedings of the 35th AAAI Conference on Artificial Intelligence.
Garneau, N. (2021, February). The case of fake news and automatic content generation in the era of big data and machine learning in Médias sociaux : perspectives sur les défis liés à la cybersécurité, la gouvernementalité algorithmique et l’intelligence artificielle p.139-147
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at London School of Testing, London, UK
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Service and leadership
- Currently signed in to 43 different slack teams