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2020 – today
- 2024
[c15]Constanza Fierro, Ruchira Dhar, Filippos Stamatiou, Nicolas Garneau, Anders Søgaard:
Defining Knowledge: Bridging Epistemology and Large Language Models. EMNLP 2024: 16096-16111- [c14]Nicolas Garneau, Henrik Palmer Olsen, Antoine Corduant, Fabien Tarissan:
Combining Network and Text to Provide Legal Pincites. JURIX 2024: 282-287 - [c13]Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello
, Yova Kementchedjhieva, Anders Søgaard:
MuLan: A Study of Fact Mutability in Language Models. NAACL (Short Papers) 2024: 762-771 - [i10]Qinghua Zhao, Vinit Ravishankar, Nicolas Garneau, Anders Søgaard:
Word Order and World Knowledge. CoRR abs/2403.00876 (2024) - [i9]Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Søgaard:
MuLan: A Study of Fact Mutability in Language Models. CoRR abs/2404.03036 (2024) - [i8]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 abs/2404.06833 (2024) - [i7]Constanza Fierro, Ruchira Dhar, Filippos Stamatiou, Nicolas Garneau, Anders Søgaard:
Defining Knowledge: Bridging Epistemology and Large Language Models. CoRR abs/2410.02499 (2024) - 2023
- [c12]Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, Daniel Martin Katz, Anders Søgaard:
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development. ACL (1) 2023: 15513-15535 - [c11]Nicolas Garneau, Luc Lamontagne:
Guided Beam Search to Improve Generalization in Low-Resource Data-to-Text Generation. INLG 2023: 1-14 - [c10]Henrik Palmer Olsen, Nicolas Garneau, Yannis Panagis, Johan Lindholm, Anders Søgaard:
Re-Framing Case Law Citation Prediction from a Paragraph Perspective. JURIX 2023: 323-328 - [i6]Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, Daniel Martin Katz, Anders Søgaard:
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development. CoRR abs/2305.07507 (2023) - 2022
- [i5]Jean-Thomas Baillargeon, Nicolas Garneau:
Beer2Vec : Extracting Flavors from Reviews for Thirst-Quenching Recommandations. CoRR abs/2208.04223 (2022) - 2021
- [c9]Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Analogy Training Multilingual Encoders. AAAI 2021: 12884-12892 - [c8]Nicolas Garneau, Luc Lamontagne:
Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator. Eval4NLP 2021: 51-61 - [c7]Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel:
Plum2Text: a french plumitifs-descriptions data-to-text dataset for natural language generation. ICAIL 2021: 200-204 - [c6]Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel:
CriminelBART: a French Canadian legal language model specialized in criminal law. ICAIL 2021: 256-257 - [c5]Nicolas Garneau, Luc Lamontagne:
Shared Task in Evaluating Accuracy: Leveraging Pre-Annotations in the Validation Process. INLG 2021: 266-270 - 2020
- [c4]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: 15-21 - [c3]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: 5546-5554 - [i4]David Beauchemin, Nicolas Garneau, Eve Gaumond, Pierre-Luc Déziel, Richard Khoury, Luc Lamontagne:
Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations. CoRR abs/2011.12183 (2020)
2010 – 2019
- 2019
- [c2]Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne:
Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks. Canadian AI 2019: 563-569 - [i3]Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne:
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks. CoRR abs/1903.00724 (2019) - [i2]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 abs/1912.01706 (2019) - [i1]Nicolas Garneau, Jean-Samuel Leboeuf, Yuval Pinter, Luc Lamontagne:
Attending Form and Context to Generate Specialized Out-of-VocabularyWords Representations. CoRR abs/1912.06876 (2019) - 2018
- [c1]Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne:
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks. BlackboxNLP@EMNLP 2018: 331-333
Coauthor Index
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