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20172022
most citedDecision trees as partitioning machines to characterize their generalization properties

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

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Showing 2019Show 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.CL2019

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

Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne

We propose a novel way to handle out of vocabulary (OOV) words in downstream natural language processing (NLP) tasks. We implement a network that predicts useful embeddings for OOV…