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Nicolas Garneau

5 papers hereh-index 7202 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.LG2
same name
  • Nicolas Garneau — 3 papers, h 2
  • Nicolas Garneau — 1 paper
  • Nicolas Garneau — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedA Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well

6 citations · 11 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2019★ 1 cited

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

Nicolas Garneau, Jean-Samuel Leboeuf, Yuval Pinter +1

We propose a new contextual-compositional neural network layer that handles out-of-vocabulary (OOV) words in natural language processing (NLP) tagging tasks. This layer consists of…

cs.LG2019★ 6 cited

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 +2

In this paper, we reproduce the experiments of Artetxe et al. (2018b) regarding the robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings. We…

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