Nicolas Garneau

According to our database, Nicolas Garneau authored at least 18 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge.

Li Zhou, Taelin Karidi, Nicolas Garneau, Yong Cao, Wanlong Liu, Wenyu Chen, Daniel Hershcovich

CoRR, 2024

Word Order and World Knowledge.

Qinghua Zhao, Vinit Ravishankar, Nicolas Garneau, Anders Søgaard

CoRR, 2024

MuLan: A Study of Fact Mutability in Language Models.

Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Søgaard

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Defining Knowledge: Bridging Epistemology and Large Language Models.

Constanza Fierro, Ruchira Dhar, Filippos Stamatiou, Nicolas Garneau, Anders Søgaard

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Re-Framing Case Law Citation Prediction from a Paragraph Perspective.

Henrik Palmer Olsen, Nicolas Garneau, Yannis Panagis, Johan Lindholm, Anders Søgaard

Proceedings of the Legal Knowledge and Information Systems, 2023

Guided Beam Search to Improve Generalization in Low-Resource Data-to-Text Generation.

Nicolas Garneau, Luc Lamontagne

Proceedings of the 16th International Natural Language Generation Conference, 2023

LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development.

Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, Daniel Martin Katz, Anders Søgaard

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Beer2Vec : Extracting Flavors from Reviews for Thirst-Quenching Recommandations.

Jean-Thomas Baillargeon, Nicolas Garneau

CoRR, 2022

2021

Shared Task in Evaluating Accuracy: Leveraging Pre-Annotations in the Validation Process.

Nicolas Garneau, Luc Lamontagne

Proceedings of the 14th International Conference on Natural Language Generation, 2021

CriminelBART: a French Canadian legal language model specialized in criminal law.

Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

Plum2Text: a french <i>plumitifs</i>-descriptions data-to-text dataset for natural language generation.

Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator.

Nicolas Garneau, Luc Lamontagne

Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021

Analogy Training Multilingual Encoders.

Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulic, Anders Søgaard

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well.

Nicolas Garneau, Mathieu Godbout, David Beauchemin, Audrey Durand, Luc Lamontagne

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations.

David Beauchemin, Nicolas Garneau, Eve Gaumond, Pierre-Luc Déziel, Richard Khoury, Luc Lamontagne

Proceedings of the 13th International Conference on Natural Language Generation, 2020

2019

Attending Form and Context to Generate Specialized Out-of-VocabularyWords Representations.

Nicolas Garneau, Jean-Samuel Leboeuf, Yuval Pinter, Luc Lamontagne

CoRR, 2019

Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks.

Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne

Proceedings of the Advances in Artificial Intelligence, 2019

2018

Predicting and interpreting embeddings for out of vocabulary words in downstream tasks.

Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018