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M. Piccardi

16 papers hereh-index 338.8k citations197 works total

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

author position
  • middle author1
  • last author15

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CL12
  • stat.ML2
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedRecurrent neural networks with specialized word embeddings for health-domain named-entity recognition

134 citations · 232 across the 13 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CL2019

Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation

Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi

In recent years, neural machine translation (NMT) has become the dominant approach in automated translation. However, like many other deep learning approaches, NMT suffers from ove…

cs.CL2019★ 7 cited

ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems

Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili +1

Regularization of neural machine translation is still a significant problem, especially in low-resource settings. To mollify this problem, we propose regressing word embeddings (Re…

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