Nicolas Garneau

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Out Of Vocabulary

Top Venues

Canadian Conference on AI

Publications

Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Søgaard
MuLan: A Study of Fact Mutability in Language Models. CoRR (2024)
Li Zhou, Taelin Karidi, Nicolas Garneau, Yong Cao, Wanlong Liu, Wenyu Chen, Daniel Hershcovich
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. CoRR (2024)
Qinghua Zhao, Vinit Ravishankar, Nicolas Garneau, Anders Søgaard
Word Order and World Knowledge. CoRR (2024)
Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, Daniel Martin Katz, Anders Søgaard
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development. CoRR (2023)
Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, Daniel Martin Katz, Anders Søgaard
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development. ACL (1) (2023)
Nicolas Garneau, Luc Lamontagne
Guided Beam Search to Improve Generalization in Low-Resource Data-to-Text Generation. INLG (2023)
Henrik Palmer Olsen, Nicolas Garneau, Yannis Panagis, Johan Lindholm, Anders Søgaard
Re-Framing Case Law Citation Prediction from a Paragraph Perspective. JURIX (2023)
Jean-Thomas Baillargeon, Nicolas Garneau
Beer2Vec : Extracting Flavors from Reviews for Thirst-Quenching Recommandations. CoRR (2022)
Nicolas Garneau, Luc Lamontagne
Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator. Eval4NLP (2021)
Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel
-descriptions data-to-text dataset for natural language generation. ICAIL (2021)
Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel
CriminelBART: a French Canadian legal language model specialized in criminal law. ICAIL (2021)
Nicolas Garneau, Luc Lamontagne
Shared Task in Evaluating Accuracy: Leveraging Pre-Annotations in the Validation Process. INLG (2021)
Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulic, Anders Søgaard
Analogy Training Multilingual Encoders. AAAI (2021)
David Beauchemin, Nicolas Garneau, Eve Gaumond, Pierre-Luc Déziel, Richard Khoury, Luc Lamontagne
Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations. INLG (2020)
Nicolas Garneau, Mathieu Godbout, David Beauchemin, Audrey Durand, Luc Lamontagne
A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well. LREC (2020)
David Beauchemin, Nicolas Garneau, Eve Gaumond, Pierre-Luc Déziel, Richard Khoury, Luc Lamontagne
Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations. CoRR (2020)
Nicolas Garneau, Mathieu Godbout, David Beauchemin, Audrey Durand, Luc Lamontagne
A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well. CoRR (2019)
Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne
Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks. Canadian Conference on AI (2019)
Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks. CoRR (2019)
Nicolas Garneau, Jean-Samuel Leboeuf, Yuval Pinter, Luc Lamontagne
Attending Form and Context to Generate Specialized Out-of-VocabularyWords Representations. CoRR (2019)
Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks. BlackboxNLP@EMNLP (2018)